From 1b19cf9d98a3a207dc11de401bc82f5b80c737ac Mon Sep 17 00:00:00 2001 From: Hy Truong Son Date: Sun, 1 Nov 2026 19:37:05 -0600 Subject: [PATCH 1/4] Lock recovery inventory, preservation hashes and replay protocol before retraining --- .gitignore | 4 + configs/reproduction/primary-v1.json | 18 + reproduction/FROZEN_FILE_SHA256.json | 83142 +++++++++++++++++++++++++ reproduction/INVENTORY.csv | 1533 + reproduction/RECOVERED_BUNDLES.json | 32 + reproduction/RECOVERY_REPORT.md | 13 + reproduction/REPLAY_PROTOCOL.md | 27 + 7 files changed, 84769 insertions(+) create mode 100644 configs/reproduction/primary-v1.json create mode 100644 reproduction/FROZEN_FILE_SHA256.json create mode 100644 reproduction/INVENTORY.csv create mode 100644 reproduction/RECOVERED_BUNDLES.json create mode 100644 reproduction/RECOVERY_REPORT.md create mode 100644 reproduction/REPLAY_PROTOCOL.md diff --git a/.gitignore b/.gitignore index 3475b0a17..f339c5371 100644 --- a/.gitignore +++ b/.gitignore @@ -33,3 +33,7 @@ experiments/journal_revision/results/**/.evaluation.lock /experiments/journal_revision/backbone_graph_comparison/evaluation/**/GENES.csv.gz /experiments/journal_revision/backbone_graph_comparison/primary_evaluation/**/GENES.csv.gz + +# Explicit replacement checkpoints and replay bulk output: separate from originals. +/checkpoints/reproduced/ +/reproduction/runs/ diff --git a/configs/reproduction/primary-v1.json b/configs/reproduction/primary-v1.json new file mode 100644 index 000000000..e67d7d4e3 --- /dev/null +++ b/configs/reproduction/primary-v1.json @@ -0,0 +1,18 @@ +{ + "schema_version": 1, + "study": "historical_primary_resnet18_retraining_v1", + "origin": "RETRAINED_NOT_ORIGINAL", + "train": ["NCBI783", "NCBI785"], + "validation": ["TENX95"], + "development_evaluation_only": ["TENX99"], + "seeds": [0, 1, 2], + "model": {"hidden": 256, "dropout": 0.1}, + "training": {"learning_rate": 0.001, "weight_decay": 0.0001, "batch_size": 512, "max_epochs": 80, "patience": 10, "min_delta": 0.0001}, + "threads": 4, + "feature_scaler": "checkpoints/legacy/C4/C4A/preprocessing/resnet18_reference/primary/S2-50/feature.npz", + "target_scaler": "checkpoints/legacy/C4/C4A/preprocessing/resnet18_reference/primary/S2-50/target.npz", + "normalization": "checkpoints/legacy/reports/C0/C0_NORMALIZATION.json", + "transport": "checkpoints/legacy/C9/C9A/T1_SCALER.json", + "historical_details": "manuscript/revised/methods_data/primary_model_details.json", + "agreement": {"median_pearson_absolute": 0.05, "relative_mean_mse": 0.15, "relative_mean_mae": 0.15} +} diff --git a/reproduction/FROZEN_FILE_SHA256.json b/reproduction/FROZEN_FILE_SHA256.json new file mode 100644 index 000000000..e462e3ba5 --- /dev/null +++ b/reproduction/FROZEN_FILE_SHA256.json @@ -0,0 +1,83142 @@ +{ + "base_commit": "67738be6f0aaace07b55afac44db3d3d23c41c9b", + "created_utc": "2026-11-02T01:33:57.729556+00:00", + "files": { + "checkpoints/README.md": 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"ba165fb3e3bc9f80af800bb539b51cdeb22b4bc1b8dd8ba12a00103a20ba7b53", + "manuscript/revised/supplementary_figures/FigureS4.svg": "a34367b51e8cbadf4e146f6485510488734c5b9e28495be8fa0bd90e6af5ad10", + "manuscript/revised/supplementary_figures/FigureS5.pdf": "d32e218872164b3bd6a5c36445aaeb318e77409a0834e8ba5e39eb0c1fb595b8", + "manuscript/revised/supplementary_figures/FigureS5.svg": "5e1d3b67f2a9ed28ab8085ce44dec4cee776a4eeed9891ce735d7533604f3a78", + "manuscript/revised/supplementary_figures/FigureS6.pdf": "2c6c268eafd0575f4f8834394900b9050d0256255754458818c45c8a6804583a", + "manuscript/revised/supplementary_figures/FigureS6.svg": "b4892aa7878a080d0695d351ae986594ca108ac2fa508152f1919fe60e4ea201", + "manuscript/revised/supplementary_figures/FigureS7.pdf": "5fb59b3fbcd7ba602fbc905826cefa25e628947e00126d83481cc05e9577aa10", + "manuscript/revised/supplementary_figures/FigureS7.svg": "49cdf108d16b0fe9629dbbe0b5729508c89cb0d1df1a889ceddc365a5a6522b1", + "manuscript/revised/supplementary_figures/FigureS8.pdf": "3019b9767eb708b8e30b2a997597f61b175c9c348c13c8a4baf8d53efa2861f5", + "manuscript/revised/supplementary_figures/FigureS8.svg": "29d3f87061e0b34c734b3a30d6d1b3811c19c8aa18b777f70c1e1b43b19e8f6f", + "manuscript/revised/supplementary_figures/FigureS9.pdf": "c778e94d341d93d8c54cb3f36a7a9504b773f63a013b4e57495b1db7380b79ee", + "manuscript/revised/supplementary_figures/FigureS9.svg": "9164c93b62aa1b80b53c350fbaf2a3c135c5140ecdbe4cffefd50f51e70c10c9", + "manuscript/revised/tables/Table1.tex": "5f4e172d21877f3ffeb775074fe30a861e7cf2ced6a9b6b0ef3f48baf6341a1f", + "manuscript/revised/tables/Table1_cohorts.csv": "06e63f6b2f46e021b42aef5560e1c9dd70cb5e83a6a6a42213d417978bda527f", + "manuscript/revised/tables/Table2.tex": "b0c19a9d55a79feba77cb9b409ef2450d326d9d4598b657fd788545a756ea976", + "manuscript/revised/tables/Table2_primary_20pct.csv": "28f64734e1350386390bb2c0017563360b38b9641cb7b9a92765112d17345626", + "manuscript/revised/tables/Table3.tex": "936bcda69cc29dd6f921a94b888eaa7a472c2c11604aae5291a3c9c08d52df3c", + "manuscript/revised/tables/Table3_coverage_geometry.csv": "c915b3873c1a0f691e795ceb167dabb378cfa78b3ade60a72135c72b7ccf5625" + } +} diff --git a/reproduction/INVENTORY.csv b/reproduction/INVENTORY.csv new file mode 100644 index 000000000..0d6ef0374 --- /dev/null +++ b/reproduction/INVENTORY.csv @@ -0,0 +1,1533 @@ +identity,family,status,expected_sha256,actual_sha256,path,needed_for_current_replay,note +C1/models/NC1_S2-50_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,b28d5e42fd2bb1a041707bb78b5044372a3d196180ab1cbe3bda8e753de5104c,,checkpoints/models/C1/models/NC1_S2-50_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/NC1_S2-50_B1_s1.npz,historical_supporting,ORIGINAL_MISSING,d17946b00a634556985699417039cde2b3626cc3ec26b240aeb8470f4d18ff0a,,checkpoints/models/C1/models/NC1_S2-50_B1_s1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/NC1_S2-50_B1_s2.npz,historical_supporting,ORIGINAL_MISSING,4fcdd52bbe59099485745f155487fa6ca212de154f0e4715bc72c63403129dc7,,checkpoints/models/C1/models/NC1_S2-50_B1_s2.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/NC1_S2-50_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,bfd3a97ac0e42c4bb9068dd17d88398ea38eebdc27b58a3b4aa98f08fd8c3106,,checkpoints/models/C1/models/NC1_S2-50_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/NC1_S2-50_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,e74d85e1653eb30dbc286c61f4c810fd5729878311927b7d2eb4a8bc40df7fd6,,checkpoints/models/C1/models/NC1_S2-50_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/NC1_S2-50_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,9ee2a5fde0e1e1919e97d0f849c5f867c0f9a84da4291679a958ad50d73977cb,,checkpoints/models/C1/models/NC1_S2-50_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/NC2_S2-50_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,4db7c3437b13555eb7a712238d57dbbeecc28e239ea6a7d3b0a41595ccd4f4db,,checkpoints/models/C1/models/NC2_S2-50_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/NC2_S2-50_B1_s1.npz,historical_supporting,ORIGINAL_MISSING,2092e878bf74ffbdc14cfc326d3f7ca8dbd0ad0f32e9bcb644baf54eb1019f39,,checkpoints/models/C1/models/NC2_S2-50_B1_s1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/NC2_S2-50_B1_s2.npz,historical_supporting,ORIGINAL_MISSING,7507c2ea8d38a9f32cd7ea388064a65ed2179ec3f09a9c7670046c739647377e,,checkpoints/models/C1/models/NC2_S2-50_B1_s2.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/NC2_S2-50_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,217785643c7f886ee1250bbd7d5776f5fc29c3c208885a22b9b147961d035098,,checkpoints/models/C1/models/NC2_S2-50_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/NC2_S2-50_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,579e91a09f293433bff450d1ac3b899192da6894ae5bbc2243e805dc4769fe64,,checkpoints/models/C1/models/NC2_S2-50_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/NC2_S2-50_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,890b3ffe858ce4a1c6b23e641a832370f2bd4b7867b1e0ecdfe0ba32e44b34b5,,checkpoints/models/C1/models/NC2_S2-50_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S1_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,e1bbfd0c869ac7d9b831a05db9b1963e4d8f5f8553f37e157585249900095bd8,,checkpoints/models/C1/models/lopo_NCBI783_S1_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S1_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,fdc2ed03ceeda7d57caf57d4f19be751c433e0da3d4e3cd3b8239ce610c493d2,,checkpoints/models/C1/models/lopo_NCBI783_S1_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S1_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,a2eb27cb980cef105d1dfacc7d456aee93bf07f4f986264b60b6723a1ef62e5f,,checkpoints/models/C1/models/lopo_NCBI783_S1_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S1_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,44aab1bd15252c18344f1fd75811f968f1ac5da7327b30ab85b1a75e6cf1a0d6,,checkpoints/models/C1/models/lopo_NCBI783_S1_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S1_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,ae9ab3bb5b2ab40e6a5ca6a718a2e326eccd1f0cc8836468fe00bf629dbc92ef,,checkpoints/models/C1/models/lopo_NCBI783_S1_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-250_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,4b9523b8be4fa150de27fb5c5b2285f932b856cb14b3f334cc2cc82f2017e0e9,,checkpoints/models/C1/models/lopo_NCBI783_S2-250_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-250_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,e7e7f99df3ae223e7914871d61b427fe81f9f1f6a58b48249346ef84e8d37626,,checkpoints/models/C1/models/lopo_NCBI783_S2-250_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-250_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,3ea39b27c39d449e1c159a51a946a27d84cca5dc0835bdce8beab46636b2c809,,checkpoints/models/C1/models/lopo_NCBI783_S2-250_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-250_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,b5f1b4700513b9a1877a7e7f920f62f15964c86a014d9553967559fe9ffa2aea,,checkpoints/models/C1/models/lopo_NCBI783_S2-250_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-250_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,4e95814335c796b43ef368ad1f93877a014710af17d5ea1c1e33d857653de8bd,,checkpoints/models/C1/models/lopo_NCBI783_S2-250_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-280_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,c3be8d2f7b04f2b45094f536887bd798eb1379703a6115847f037191d4cfaaca,,checkpoints/models/C1/models/lopo_NCBI783_S2-280_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-280_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,bd17daee97deca42a028818b746c4e73af5e1dc27f7870262d1607937e38c179,,checkpoints/models/C1/models/lopo_NCBI783_S2-280_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-280_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,0e813d31045a30556be19af34f743d78062ebccc09d4522e34b4e9dee9d17263,,checkpoints/models/C1/models/lopo_NCBI783_S2-280_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-280_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,51c91eca5e4db31fe903aee5dfe9f2e6b31df1ed9ceb0160ecb01ef3eb211d2d,,checkpoints/models/C1/models/lopo_NCBI783_S2-280_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-280_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,3217e72a19e7f7bb3629a9d1085dc082e5717b246b65bd35c10610642bbadbe2,,checkpoints/models/C1/models/lopo_NCBI783_S2-280_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-50_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,98ce2e5994699dc7c288c795d31129e70cb98657d1dbc850ea37d86531d968fb,,checkpoints/models/C1/models/lopo_NCBI783_S2-50_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-50_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,d0deda5b7c5e278f7d11649b6cea41c3ed48ea4d0e54f071aa94359b337b3a19,,checkpoints/models/C1/models/lopo_NCBI783_S2-50_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-50_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,7b4750e6c6d25ccb5454cde6c50c36d2934e81ac2bce4b3d8db4ef0fc667cfb9,,checkpoints/models/C1/models/lopo_NCBI783_S2-50_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-50_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,0b0eea3b6964ab68d73205167de54f4407253559a08aa09a4a655ab81d8d599a,,checkpoints/models/C1/models/lopo_NCBI783_S2-50_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI783_S2-50_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,324921e47ae47d9a74e512b41202a7b0544823861987498a0a087e9501562d72,,checkpoints/models/C1/models/lopo_NCBI783_S2-50_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S1_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,5352c617d8688ea3035d68fa8105eb2ca5ce89bbdc30ac87e9e62f201b4b2cd8,,checkpoints/models/C1/models/lopo_NCBI785_S1_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S1_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,b859ade0636b4d059d858fcaf9505dc64354a2dd4286cd3878d64a6e28a78279,,checkpoints/models/C1/models/lopo_NCBI785_S1_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S1_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,e131614674af49ed08bc5440d996855484aa0ba3904793e9feb483bc675dae13,,checkpoints/models/C1/models/lopo_NCBI785_S1_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S1_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,8eceec125d960c4ff577cd2e137fea3bb4cc91ebecd9e97f374d9f6d45fb30ec,,checkpoints/models/C1/models/lopo_NCBI785_S1_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S1_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,af7be78cf57d32d38494e9147a863753ac103aa47375afcc0f3c7253d1945ba6,,checkpoints/models/C1/models/lopo_NCBI785_S1_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-250_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,52b4e77a3fc770acb1be562f738ef4da9294ecde9a67f8fbd9a8eb87c8d78480,,checkpoints/models/C1/models/lopo_NCBI785_S2-250_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-250_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,39ed14e402437d8049de7d1207bc5a9efa0338da38ca3d1cde14464a5912dfbe,,checkpoints/models/C1/models/lopo_NCBI785_S2-250_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-250_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,aaedd71f7a734b43a85bc4c03b63f3624d81fc2944f857337903f6bade107c4f,,checkpoints/models/C1/models/lopo_NCBI785_S2-250_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-250_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,2e0dcae63d3e5bcee6770c89239ce4f3b1245c80cdd9ebbff922a43c351f8f2d,,checkpoints/models/C1/models/lopo_NCBI785_S2-250_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-250_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,954b996b829b62429864029cf67863cd8233b4863549c0d55771f2214152245e,,checkpoints/models/C1/models/lopo_NCBI785_S2-250_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-280_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,a8017d75959991c48ee4cecdfba8c12e39f59a405b4a43d3bae1228518c8dd1a,,checkpoints/models/C1/models/lopo_NCBI785_S2-280_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-280_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,fa27fb7b8a6da4449d675fa7dec445ba8d8da3a67c8828a984625298b72b86a0,,checkpoints/models/C1/models/lopo_NCBI785_S2-280_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-280_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,ed686a319e96d90daf4254b80e902b0593d097f9177249824f0813f0e6ad7a5a,,checkpoints/models/C1/models/lopo_NCBI785_S2-280_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-280_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,3c744d381e99be5762ff0055bd740d091d72cb61682fac81006e00bc25361663,,checkpoints/models/C1/models/lopo_NCBI785_S2-280_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-280_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,1121f019ea862198425df833c3be1b61a57598a2501b007034eada2ad26a4bce,,checkpoints/models/C1/models/lopo_NCBI785_S2-280_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-50_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,3df936c2257f4efa287e6e9e6ceb50298003f4e516dbcd136a4d8467142e5969,,checkpoints/models/C1/models/lopo_NCBI785_S2-50_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-50_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,21e29117387e9a4c63e6efc49ebbca7c09ec81d4b26bbbb0e3930d3587e0579a,,checkpoints/models/C1/models/lopo_NCBI785_S2-50_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-50_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,d099e3ff9c390d8c8ac65b28e0191495cce2309d3b9e304f7e13e2cdc5ce677a,,checkpoints/models/C1/models/lopo_NCBI785_S2-50_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-50_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,5ef0225e32f6ea803213c4cc913e259f851274b582e03b702ca807ec780fa69f,,checkpoints/models/C1/models/lopo_NCBI785_S2-50_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_NCBI785_S2-50_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,dc7b5f9ae9cd36fc7eadc9da8167955cf8e5b0669658078aa6b128306d78d533,,checkpoints/models/C1/models/lopo_NCBI785_S2-50_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S1_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,46d2b7742163a7637a2472292e8123cec3fbfa05eeca6e0eb22b8699a2ba7eda,,checkpoints/models/C1/models/lopo_TENX95_S1_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S1_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,7ef07a863812879c9e0f4c6fc5712dcc18046d49464bf4cf137562a6531a242b,,checkpoints/models/C1/models/lopo_TENX95_S1_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S1_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,e6beda55a503fb939fb8473ad0bd6f4995f5c5d284e510508968dbc4de54328d,,checkpoints/models/C1/models/lopo_TENX95_S1_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S1_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,107af35784c4930a160f27c66bcb3f4e10af1effe1ba9bef76de5f63a18ef681,,checkpoints/models/C1/models/lopo_TENX95_S1_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S1_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,8f5cd71fd7d64991d67b6ed19f606697fb21d1f4e358fa51c9b320086a0775da,,checkpoints/models/C1/models/lopo_TENX95_S1_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-250_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,2993717170537f0df6a0cbf1cd18a8eaba01ebf4c30b19ff802899da419e9cc4,,checkpoints/models/C1/models/lopo_TENX95_S2-250_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-250_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,edd54a1fc95edd432f556dd57337894b11f60fd22d80d433fb7d14d29903beb1,,checkpoints/models/C1/models/lopo_TENX95_S2-250_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-250_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,d0fe1b70723476c7d0330a6454447bfaecae5c9209e13135f15304065dda04e0,,checkpoints/models/C1/models/lopo_TENX95_S2-250_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-250_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,08c5faf4b4e40192a3cb3f6cb8baed539c03c3c9b26981906daf668c5d8a4228,,checkpoints/models/C1/models/lopo_TENX95_S2-250_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-250_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,a95161c152da951585fc81c7ea8b7469db2082f06663531fdfd217547d30d762,,checkpoints/models/C1/models/lopo_TENX95_S2-250_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-280_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,ae072d1145d28767bdd21a2a88a98c877d65fdbc93b6ed1c0c03cae66c4d1048,,checkpoints/models/C1/models/lopo_TENX95_S2-280_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-280_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,a7f8a23b0b9fa12a73010a4009fd908cd847780e5f23ef770a3365bddd3547d0,,checkpoints/models/C1/models/lopo_TENX95_S2-280_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-280_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,e4855d0e5590b101be8660ac3d6c337ca4e562837863c094ce1af433601ccdb1,,checkpoints/models/C1/models/lopo_TENX95_S2-280_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-280_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,e385e56607c26adf459e51b7d7f97cf2087c0a9ba655eff23a0058aaa18e37f6,,checkpoints/models/C1/models/lopo_TENX95_S2-280_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-280_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,5f44d603be00acb8aeb5904f352ea13cebc52d9712b80a6932bcba75a8e1ab57,,checkpoints/models/C1/models/lopo_TENX95_S2-280_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-50_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,f6bd8377dba7da1641882c5a537ec1ef878b1306c8d4bf8a4f7c71ff9028c1a2,,checkpoints/models/C1/models/lopo_TENX95_S2-50_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-50_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,b464274e87ca9781289c2bfad0479ffbc9867d062f54aa083ee901cbd80bf61b,,checkpoints/models/C1/models/lopo_TENX95_S2-50_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-50_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,9d943eb75dba261e47c881f5f6ea9aaae754c5c52402a3a02a0f2d03145ee15b,,checkpoints/models/C1/models/lopo_TENX95_S2-50_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-50_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,dba6779d670375bca2468520a2f341fec13a9704da7221e06a7c71335f6af809,,checkpoints/models/C1/models/lopo_TENX95_S2-50_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX95_S2-50_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,05865569bd063c60d9c7a775b95cf712fcfe7ded22a7fa27b678bab874811d66,,checkpoints/models/C1/models/lopo_TENX95_S2-50_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S1_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,b1a4aeed0d9562fd72d507443e83baabe5650ff8f9af18d8ffda2fdf03aba5fd,,checkpoints/models/C1/models/lopo_TENX99_S1_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S1_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,1fc91a3324dae20e440bd9b8a58f5029f516824a8bb42dc8544271fd681b11be,,checkpoints/models/C1/models/lopo_TENX99_S1_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S1_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,c2c68e26cf9d396f641ccdeda30265c304315b618fe36b85181d124c39cccc6c,,checkpoints/models/C1/models/lopo_TENX99_S1_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S1_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,883085a4d52bd4cab22327840a0566f12daef5fc331bfeef8f9da11957a73856,,checkpoints/models/C1/models/lopo_TENX99_S1_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S1_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,b6f63f901fa3ba11b1b903e9f9a29aadb47f47f0f736e242ebdf39271a49575e,,checkpoints/models/C1/models/lopo_TENX99_S1_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-250_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,4a9eea5359487941b8e7d550d8485483a580900edda56d34cd36e9e5f1865645,,checkpoints/models/C1/models/lopo_TENX99_S2-250_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-250_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,41486427e125aa8c5f56d42730c12ed32c681aea9d1e83f8d7cc1b3874a6e70b,,checkpoints/models/C1/models/lopo_TENX99_S2-250_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-250_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,52ef5f5d6f1db71e9f9bea91da05ecc1984ebe9c86fe938ccda90add1ea4b139,,checkpoints/models/C1/models/lopo_TENX99_S2-250_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-250_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,bbaac385f39d0aaa7353b7a092d5e52e12815bea42ed075c155d50525affcba3,,checkpoints/models/C1/models/lopo_TENX99_S2-250_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-250_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,bd3500229f0e935a5ea023eb719304213e76851a9a94c9de320b100e9253e9a2,,checkpoints/models/C1/models/lopo_TENX99_S2-250_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-280_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,f53aeb28db05bfc45d2ebb3b5b35a475a9401a6d52a43aa7e62aaa91041a40a4,,checkpoints/models/C1/models/lopo_TENX99_S2-280_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-280_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,052228781e289d441834d1b84ba57605963c5e6f4130e475b9c5cdcf20269eec,,checkpoints/models/C1/models/lopo_TENX99_S2-280_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-280_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,a28b1907b069386a786c1c165312bf3a3f08e137ab2b6fb7c38e0d191300d910,,checkpoints/models/C1/models/lopo_TENX99_S2-280_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-280_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,8cdc61ce2828e683f353bb28fd8ee71e48c7677dc03d74c7cd9fc3b3ef96d702,,checkpoints/models/C1/models/lopo_TENX99_S2-280_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-280_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,3186d6884a1aa22af18adf1d2afb05e7b61a6c57791217bbdd0b92483c0037a4,,checkpoints/models/C1/models/lopo_TENX99_S2-280_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-50_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,931cb5575cdd36469c69447882cef3ac3346e04932e547527e0b005b0220aa15,,checkpoints/models/C1/models/lopo_TENX99_S2-50_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-50_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,d6c0e72e41dfdcaa88c311bcabce9f26d019e0723a8b0883d8ec8d7b5a01af09,,checkpoints/models/C1/models/lopo_TENX99_S2-50_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-50_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,5e927600ba5614814575e23a06b2a0fe7ca10382abb899c80365917b6b94fa9c,,checkpoints/models/C1/models/lopo_TENX99_S2-50_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-50_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,c71d91a68ac698529229474b5657f054611b242d6ca5d647a25ae5c8db088606,,checkpoints/models/C1/models/lopo_TENX99_S2-50_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/lopo_TENX99_S2-50_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,56af5553d6e3250775820227c0bf4fc3ee23ecaa58cd97dc2f74279c6e333199,,checkpoints/models/C1/models/lopo_TENX99_S2-50_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S1_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,4988a4210107b1cf5bdb6476fb285a9f929f8935847d147750dc631d53304b79,,checkpoints/models/C1/models/primary_S1_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S1_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,368fec999fd5b42064d190b4a398ec878f80f5544202a15d617aa764db7e4fdf,,checkpoints/models/C1/models/primary_S1_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S1_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,c3936463081af176004b58f2237fd8aff4bcc7a45f772da1163ee5c7c391f71d,,checkpoints/models/C1/models/primary_S1_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S1_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,2b19a314ddeb1ebc928972ef9e229d88d18de716983c2c18bc116d11bbf73fee,,checkpoints/models/C1/models/primary_S1_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S1_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,98c4c70c7b77e78549a996a23015d22f2a2d3f4d8a70e2ed4e79116126092862,,checkpoints/models/C1/models/primary_S1_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-250_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,2222d456d31304df274d46dff1ab179c7c35b03797f33cb97ea3279da0d14e96,,checkpoints/models/C1/models/primary_S2-250_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-250_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,3c7fc8f8721abb0d5afdeca507eb17474f2a3ef5dbfafa9892d9a370b7afa061,,checkpoints/models/C1/models/primary_S2-250_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-250_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,fb88944772efc9d62762f19405717279099ae76a06d7f85adedbe3b73d322307,,checkpoints/models/C1/models/primary_S2-250_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-250_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,63df207a57af5a05233235d391ffe1849a9bc6b30f9edc7650b93a4b365aca10,,checkpoints/models/C1/models/primary_S2-250_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-250_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,f7928cc793be1709770cb190b3419cc36d6770f29e7571f460e4b7f1afd57949,,checkpoints/models/C1/models/primary_S2-250_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-280_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,ba03cf5ea8873b106909bbdc99248344c4da332c292f6dd1c8672e172ece36f8,,checkpoints/models/C1/models/primary_S2-280_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-280_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,af648e50ff09b4d39bad688291dd099f77212081e70ab1ab81b2119be0605351,,checkpoints/models/C1/models/primary_S2-280_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-280_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,3148654ddd772197b84ba2460cac9139bf147f3cb867fabf98fee9cee581a7d1,,checkpoints/models/C1/models/primary_S2-280_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-280_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,10ab6c6282dacd13905dbfd99857beaaca6ff15cc01db209417375fae3793eab,,checkpoints/models/C1/models/primary_S2-280_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-280_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,f0c8c706e6a0994222e1c4fef5385c8c28e0c3b59ee636cae3b9450f4ae88025,,checkpoints/models/C1/models/primary_S2-280_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-50_B0_s0.npz,historical_supporting,ORIGINAL_MISSING,8461dbee6e236b40f167ad931fd6ebd73fb5c69fa3fd5fe16824431404ba30d7,,checkpoints/models/C1/models/primary_S2-50_B0_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-50_B1_s0.npz,historical_supporting,ORIGINAL_MISSING,2ad9534482fbd346f433cdfede4b070f0502ec5fd5ca129849981ae1272e0eb8,,checkpoints/models/C1/models/primary_S2-50_B1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-50_B2_s0.pt,historical_supporting,ORIGINAL_MISSING,97c044fe817e191b2cde658f7386b542570c243e783cdf2a8c19b2c5052f94a8,,checkpoints/models/C1/models/primary_S2-50_B2_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-50_B2_s1.pt,historical_supporting,ORIGINAL_MISSING,a02f4e9bc07193939f0b92eb65cb0e691df8a2c4d24b6711edefb4930a034143,,checkpoints/models/C1/models/primary_S2-50_B2_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/primary_S2-50_B2_s2.pt,historical_supporting,ORIGINAL_MISSING,37ea19ec4395e2e1f3acebeec34f1f82b3f6f9ecc93274ba78a040417973d2f9,,checkpoints/models/C1/models/primary_S2-50_B2_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S1_B1_a0.0001.npz,historical_supporting,ORIGINAL_MISSING,457a651453605ebf983cc245d2e9c42b8ef0eaecd3fdd947b0d12bfa3099e915,,checkpoints/models/C1/models/tune_S1_B1_a0.0001.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S1_B1_a0.001.npz,historical_supporting,ORIGINAL_MISSING,d2cb00a3471b3a746bddc0934bde9e543bd754aacd2d460ef9b7fbfd06a42be2,,checkpoints/models/C1/models/tune_S1_B1_a0.001.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S1_B1_a0.01.npz,historical_supporting,ORIGINAL_MISSING,a7d36a3c9da6dbe5596e22575511594d1bbc6b9eb4d903d4b7b5325308461031,,checkpoints/models/C1/models/tune_S1_B1_a0.01.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S1_B1_a0.1.npz,historical_supporting,ORIGINAL_MISSING,25eb54b7831b45b64b07f112f490374f29087b2bbd06c545f27bec499c31dc66,,checkpoints/models/C1/models/tune_S1_B1_a0.1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S1_B1_a1.npz,historical_supporting,ORIGINAL_MISSING,7448a722761abbd14c1a5ad66e00850587a3ff6690306d791d2a85f191624bd8,,checkpoints/models/C1/models/tune_S1_B1_a1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S1_B1_a10.npz,historical_supporting,ORIGINAL_MISSING,37b790898699b76f374be9b1dd5754b54ed047cd598034bdb114ed33c7490e8e,,checkpoints/models/C1/models/tune_S1_B1_a10.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S1_B1_a100.npz,historical_supporting,ORIGINAL_MISSING,368fec999fd5b42064d190b4a398ec878f80f5544202a15d617aa764db7e4fdf,,checkpoints/models/C1/models/tune_S1_B1_a100.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S1_B2_c0.pt,historical_supporting,ORIGINAL_MISSING,1e3466906bbdb23198726aca31c83ed14095ee7ae429db02721b50488b08befc,,checkpoints/models/C1/models/tune_S1_B2_c0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S1_B2_c1.pt,historical_supporting,ORIGINAL_MISSING,a58531a14949c3f03061abce9fbb23c2b524daafd1962d861a71afd8d781d7f2,,checkpoints/models/C1/models/tune_S1_B2_c1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S1_B2_c2.pt,historical_supporting,ORIGINAL_MISSING,fd6324a01da540502b7d6882106dd8d3871b988d62a1f389c2152e0de93a875e,,checkpoints/models/C1/models/tune_S1_B2_c2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S1_B2_c3.pt,historical_supporting,ORIGINAL_MISSING,fa87562e2a6684c45ba330f9cd4481246d49e1f6c48773243509c5c83a1287f6,,checkpoints/models/C1/models/tune_S1_B2_c3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-250_B1_a0.0001.npz,historical_supporting,ORIGINAL_MISSING,d7ec55b1c53ba9aa60af64409e843f2c27bab5357b57283385b99d1cfe66bb9c,,checkpoints/models/C1/models/tune_S2-250_B1_a0.0001.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-250_B1_a0.001.npz,historical_supporting,ORIGINAL_MISSING,6b238c99e061d0fed0387159e97a880934a4a5919688739ed38e6ddd45f6d3c9,,checkpoints/models/C1/models/tune_S2-250_B1_a0.001.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-250_B1_a0.01.npz,historical_supporting,ORIGINAL_MISSING,539ef2597b18ce61cc353565a1c22307327825d5080fa2657e661385a96518d7,,checkpoints/models/C1/models/tune_S2-250_B1_a0.01.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-250_B1_a0.1.npz,historical_supporting,ORIGINAL_MISSING,17b938753fc106358e0dec2648565417a527679230778a3b1ae3270b205426fe,,checkpoints/models/C1/models/tune_S2-250_B1_a0.1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-250_B1_a1.npz,historical_supporting,ORIGINAL_MISSING,0c2d6ec40ecc18d60ce55c28ba890707182b2b16bdd61a07651dcf98b41453d1,,checkpoints/models/C1/models/tune_S2-250_B1_a1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-250_B1_a10.npz,historical_supporting,ORIGINAL_MISSING,20eab940a2277534b336ad26903903d7ab1f1550b2b5f4b6079037adff5740be,,checkpoints/models/C1/models/tune_S2-250_B1_a10.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-250_B1_a100.npz,historical_supporting,ORIGINAL_MISSING,3c7fc8f8721abb0d5afdeca507eb17474f2a3ef5dbfafa9892d9a370b7afa061,,checkpoints/models/C1/models/tune_S2-250_B1_a100.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-250_B2_c0.pt,historical_supporting,ORIGINAL_MISSING,e4845b6ddbdf126d85d3f6a2aad05e5f5213d041bbf4270d62a27412a258b515,,checkpoints/models/C1/models/tune_S2-250_B2_c0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-250_B2_c1.pt,historical_supporting,ORIGINAL_MISSING,3d2a78c595f52476d431b08d858973e25a1da653c1e67f31fc0936dbd8f2d867,,checkpoints/models/C1/models/tune_S2-250_B2_c1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-250_B2_c2.pt,historical_supporting,ORIGINAL_MISSING,8ec0df626a53db58e7a29b4faa881b3947b2c03ba91d4e025eeadd4affed266a,,checkpoints/models/C1/models/tune_S2-250_B2_c2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-250_B2_c3.pt,historical_supporting,ORIGINAL_MISSING,9c36c7e449590370a5c35f824b17034b2539779f9fa8054997fc6d7d8f84eb48,,checkpoints/models/C1/models/tune_S2-250_B2_c3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-280_B1_a0.0001.npz,historical_supporting,ORIGINAL_MISSING,ee38344694374b05841186ca972573b620e09d9115909e59c1b360a88dbf1194,,checkpoints/models/C1/models/tune_S2-280_B1_a0.0001.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-280_B1_a0.001.npz,historical_supporting,ORIGINAL_MISSING,86fffff071dc19b0f38654307ae9bb59ef0d7d3a88450de2eaed7ab465271c8c,,checkpoints/models/C1/models/tune_S2-280_B1_a0.001.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-280_B1_a0.01.npz,historical_supporting,ORIGINAL_MISSING,ff40e823682a31f7a587a26d7d6b0cbd5a5423acb36013c0fc0d50dfcc8bbc20,,checkpoints/models/C1/models/tune_S2-280_B1_a0.01.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-280_B1_a0.1.npz,historical_supporting,ORIGINAL_MISSING,581bd01e29b141c0662a99091de586ce0104b56f2788b377a3c2bd4cda5d2b41,,checkpoints/models/C1/models/tune_S2-280_B1_a0.1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-280_B1_a1.npz,historical_supporting,ORIGINAL_MISSING,f3daa46af6a9743c8b2bc4f7e675ec11a16eb8af81ae836974ca8e4d7c73666a,,checkpoints/models/C1/models/tune_S2-280_B1_a1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-280_B1_a10.npz,historical_supporting,ORIGINAL_MISSING,1ff742e0fe4b786de80cd05694e41e589bec2d35f3b1b04d35fa559864594ca1,,checkpoints/models/C1/models/tune_S2-280_B1_a10.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-280_B1_a100.npz,historical_supporting,ORIGINAL_MISSING,af648e50ff09b4d39bad688291dd099f77212081e70ab1ab81b2119be0605351,,checkpoints/models/C1/models/tune_S2-280_B1_a100.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-280_B2_c0.pt,historical_supporting,ORIGINAL_MISSING,43ff8d19b772cb9d25400f7111775e7e707acb008e9ea5cc1150b39b7b739e4d,,checkpoints/models/C1/models/tune_S2-280_B2_c0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-280_B2_c1.pt,historical_supporting,ORIGINAL_MISSING,abd4cc8c4de6b1f1a57800364233604907e17a7a130035fd23f76d044f651349,,checkpoints/models/C1/models/tune_S2-280_B2_c1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-280_B2_c2.pt,historical_supporting,ORIGINAL_MISSING,6a9e853ff88a2a2f13c6b1ab800ca407baf728ec43adf942e4fea3ab12d1913d,,checkpoints/models/C1/models/tune_S2-280_B2_c2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-280_B2_c3.pt,historical_supporting,ORIGINAL_MISSING,8295e60f46ab008f33adaa4324adb98d7fa8b32b63d1806e4ed5405fb65790ab,,checkpoints/models/C1/models/tune_S2-280_B2_c3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-50_B1_a0.0001.npz,historical_supporting,ORIGINAL_MISSING,1ac15625569998a4e3b34c428af16458c02bd3b76833d73140ddeabdf6f6db06,,checkpoints/models/C1/models/tune_S2-50_B1_a0.0001.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-50_B1_a0.001.npz,historical_supporting,ORIGINAL_MISSING,801a14f682284c141b97f9ca78498cec764d8d896ce143bad34545553715788d,,checkpoints/models/C1/models/tune_S2-50_B1_a0.001.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-50_B1_a0.01.npz,historical_supporting,ORIGINAL_MISSING,fbaf59e940ab0900eeda4e898afe6431eb30e8c237ae3561740c4b40b5fbed87,,checkpoints/models/C1/models/tune_S2-50_B1_a0.01.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-50_B1_a0.1.npz,historical_supporting,ORIGINAL_MISSING,5d11b717f8f85b858c518e69c0133a39100748c43470226672311e055a0c2ad3,,checkpoints/models/C1/models/tune_S2-50_B1_a0.1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-50_B1_a1.npz,historical_supporting,ORIGINAL_MISSING,727289923fc25e697445c808fb7111951ed7eae2d396fddf201bfe7eb4267f96,,checkpoints/models/C1/models/tune_S2-50_B1_a1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-50_B1_a10.npz,historical_supporting,ORIGINAL_MISSING,f8ab1e3325c437e634f35e56f6943757aba1787076f75cab07fe8a6e451e8e43,,checkpoints/models/C1/models/tune_S2-50_B1_a10.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-50_B1_a100.npz,historical_supporting,ORIGINAL_MISSING,2ad9534482fbd346f433cdfede4b070f0502ec5fd5ca129849981ae1272e0eb8,,checkpoints/models/C1/models/tune_S2-50_B1_a100.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-50_B2_c0.pt,historical_supporting,ORIGINAL_MISSING,d4e44e693f035b41562938de0249ad547a8d31f5bdce64c4c55cf219404e28ee,,checkpoints/models/C1/models/tune_S2-50_B2_c0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-50_B2_c1.pt,historical_supporting,ORIGINAL_MISSING,2b0be4de45b5bd0875cb00e16f4170801d32093b04e27367175337f7965c5722,,checkpoints/models/C1/models/tune_S2-50_B2_c1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-50_B2_c2.pt,historical_supporting,ORIGINAL_MISSING,b8005678c7d353a7ec21f8a7651e6b31b56db8449a45734818fa1b6c84e0316c,,checkpoints/models/C1/models/tune_S2-50_B2_c2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C1/models/tune_S2-50_B2_c3.pt,historical_supporting,ORIGINAL_MISSING,da2ca945c289bd167be4a776a7e697ffe0653bca6d958d52c633e383cc141275,,checkpoints/models/C1/models/tune_S2-50_B2_c3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S1_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,77f30f992eeee3ececd9ae226d159d6b62d23923a397cda50d82b65be841165c,,checkpoints/models/C2/models/C2_lopo_NCBI783_S1_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S1_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,fa6e0c602e7de1c634fde4ce72ca5005c4190bc6c317c27f9ada7e429d52eb49,,checkpoints/models/C2/models/C2_lopo_NCBI783_S1_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S1_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,0ec59c065f90bebb8d088cb75fe25c4ad0d0197b33d2b4a2ad54b29bb898ba64,,checkpoints/models/C2/models/C2_lopo_NCBI783_S1_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S1_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,93d89cec364ce078393e399a2eba2208d166d980cd43c827be4411a6af1d6020,,checkpoints/models/C2/models/C2_lopo_NCBI783_S1_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S1_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,276b742a1249d3dd76cdd0a896c8cb3f5db654bee1bc4b5cbd4f782f9471cc2f,,checkpoints/models/C2/models/C2_lopo_NCBI783_S1_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S1_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,36eb5f93191832778de440b9c7520ec868ea393b6f13015aab039136e863f8fc,,checkpoints/models/C2/models/C2_lopo_NCBI783_S1_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S1_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,78bfb22500441e0ecd500ab8fadbeddf5aedf80630ae509a4249d43ca18e0040,,checkpoints/models/C2/models/C2_lopo_NCBI783_S1_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S1_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,79b46e2484883284ddc8c85046788314258fc8e04184ff62e0bde03e9d85a955,,checkpoints/models/C2/models/C2_lopo_NCBI783_S1_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S1_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,f686e567bd59b1383d30e497fd576aa40c0b7e0192c718504b41ea110d026b13,,checkpoints/models/C2/models/C2_lopo_NCBI783_S1_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-250_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,282c68a5f5b3c44d7d8526ec235ab5d9e1f1c6e2371e48e44938840f221e0875,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-250_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-250_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,0b6ec72f97b171d215b563a3d7dc49991f32b2238c299e9603d6d3803382258b,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-250_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-250_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,fc60aadbccf6c994912b843c8a9f5c470244cd0827c3ff540976b2c3e56f1898,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-250_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-250_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,bd133a1fb36058027e7ab2d2ecff876c068aae30f9416566df66e2614c5e456c,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-250_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-250_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,8eb7f2841f87a5fdb98b6b237b6f362f8b03db2cdb74cebfce330a7f6c58b807,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-250_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-250_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,985ccb1e1c65288c302b7c3400aa4d0c1c16a027c587f1f9863e5bc538534387,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-250_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-250_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,a4ce8ff2ebe41a26e999f2d543bf4109c7d4058078fdefba2df895558cfb63a6,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-250_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-250_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,1704998de820cfb39b5e06c9db2994e8eeebdbeebe560826fc86ddef6c491d3f,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-250_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-250_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,361a1392b3c6f64f24dff72f7081dddeb765a4311ed4ea153f917d3e92196e42,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-250_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-280_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,7a71efc9f0abbf57715588c5ab205a107997e60ee07dc99beb601f780bc1689f,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-280_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-280_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,1263f26399fa59d9b730bdbd145f27afdb34d3776939f0efc20d7004699b3ba8,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-280_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-280_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,d8798b621363f48f7677ba152ec6565bae9c7e5606c77bfde06ce689828e758f,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-280_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-280_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,b3d1bbafc437dca6cb0e07f05171d710cee17c7d5d151e29fafa0ece286dc9ce,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-280_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-280_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,75d04441328551d0e50f2562e1a134b92bc42916f6adbdec1ad065344acbbe4e,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-280_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-280_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,3b69895bb0df371c50880f260d40343947a752794ada409dcb76322d17010e81,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-280_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-280_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,0677660753e47f103828482d248eabe152d9665442ebd340beec367dd1735164,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-280_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-280_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,9c25b1ea2ad8c35239b9b6664aa5054d4ce546bb6ffed4b6ce2bedfcefc620b4,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-280_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-280_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,a9b8a6e9b7cc163394dae1b42a7add4bb018ba2a877a793e289dbe68d0a565e4,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-280_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-50_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,aa0e934533870f85add5c8ec355cd2acd334c86124921c5bc68a7abb3f7b3cbe,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-50_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-50_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,8e839d63c893b19971d1bf62561cf68b985a8463680ecb7e3b37652c117eb45d,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-50_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-50_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,95ff52b1f2519ab50097c5bb2b8581d9c30d4d65c459737bcdfd73b174d8dcef,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-50_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-50_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,d4c6621c3fd9b98bc4a1320f0c23cf019d228d090ae27ec64025350cd1809800,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-50_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-50_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,ed1a1b66831ae35b5ffe3675b06143732f03fe4a03335632a1bdf5d058a9bcc7,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-50_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-50_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,1114e018b064643b0962d34df9192c7fc62532533ce5af9003bdaaf076dfc05a,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-50_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-50_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,957069506ba636c76e5439907822e6da0deaee86549ce4ae92bd951d46d972a0,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-50_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-50_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,3a3c45dd982ac67cf50998de4059e30c464bf588ff7d9d221168e69618370abe,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-50_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI783_S2-50_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,90df93b9f42389342bb222d77f9feb6323cd92c0e911604bee253509e68689c7,,checkpoints/models/C2/models/C2_lopo_NCBI783_S2-50_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S1_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,9ca9d2f959a27ab4ca0ea1683336e5edcfec10b6543f6b5568657f1f57ddaf76,,checkpoints/models/C2/models/C2_lopo_NCBI785_S1_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S1_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,ea09e66695b1f098a8a9b1ee66103e856b35f177f0548a470c25cad556438683,,checkpoints/models/C2/models/C2_lopo_NCBI785_S1_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S1_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,da880827d7e36296cca4f48e904f621a032a87ef35bd5598df502b718d01d314,,checkpoints/models/C2/models/C2_lopo_NCBI785_S1_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S1_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,a2bdedcd02e152762fc319d5427ff16fe0bea90cf20f040a887bb7f71d9ed604,,checkpoints/models/C2/models/C2_lopo_NCBI785_S1_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S1_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,3ffd8756c62d005165b7763eba93f8932a8454709e45ffa8e5445f16404d3c98,,checkpoints/models/C2/models/C2_lopo_NCBI785_S1_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S1_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,bccb73b1358db827286788459a3a100d58fafb9d1df2a0e0387c93b0603d2ba6,,checkpoints/models/C2/models/C2_lopo_NCBI785_S1_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S1_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,9a4f85df01e6de15ed06fbb016bd64f12ea025f44910a6f520b8304170b39bd7,,checkpoints/models/C2/models/C2_lopo_NCBI785_S1_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S1_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,8620f1784fb488f15a7451603bf7c84641c650aacc8649e0bafeddd936dd01f0,,checkpoints/models/C2/models/C2_lopo_NCBI785_S1_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S1_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,f0bf0d8fe7ce7620f860002328b9f49878b8eced746d9cac312c4a5897151021,,checkpoints/models/C2/models/C2_lopo_NCBI785_S1_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-250_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,8c3bcc52a4ce429971fa139672c4b7dd601dec504a5b2fb52c23b3d9d2df0896,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-250_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-250_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,61873c4e96f0856383eb5ed1111ac541a8be419638ab65a57f6d786742f6bec5,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-250_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-250_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,d4301bdca3bc1744d8876d0039a857f90db7d0ffd641fa1d1d91b01f6c1dde5b,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-250_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-250_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,d99d02927e8472c125d6a5867f71a117bed9e9ddd050d639b2dcdd4462cc0c81,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-250_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-250_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,ba866b2e47b7682cf4730beefe21634b8f8e12e0fec1c2b5dc87fec3e92510c4,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-250_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-250_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,bca3f0085f819004e7e51778c4246762702f1b6e2a1f0e10e5b7b70bdf15506c,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-250_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-250_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,187772055505d0981a21a7324b99e251d87e063485e27f194cf71e40f6222796,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-250_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-250_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,2d7f922599dd74a2e72bc259b6da2ed4f5908daa06418f57e17660d37efb1c8d,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-250_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-250_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,3d502ecbadc73e02999930e0980290a0e5a0ccffb0ea49ae43d5a7d480baae9a,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-250_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-280_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,ed3714223d5f0ad829e27c9b54e3ac1d16707493a57b3a6800ea5b03b1b460e7,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-280_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-280_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,3699f3c4f96927660b38a241a33a649ecfb82021f9849607fd1153bec18e42b0,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-280_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-280_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,d345ad9e7a12add13622369194d6dbfba047b733c0b59f09f45db557bcb8ce48,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-280_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-280_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,10102f670598464767850018ca3fda006b3f7afb60cd904b80b9a7044b94a839,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-280_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-280_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,a0f18c89041fe8048509f20685a4e123f5caa06927ded0911ba1d37d602c18ad,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-280_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-280_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,1888ad17a70ed26a7ffb715f0470c18b9fe74fdc4633810be64fc82869c823e9,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-280_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-280_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,95191a108895dea39322725b35a24de11f12bd314581427d4ee2d6a20c97cb68,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-280_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-280_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,a3364298b1888308d56fcfb635948c2a1ca4ad8c9ea78d57eed1e8c9f87e6302,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-280_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-280_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,837d7ac9a48321d74a8003802fdcca392dd0ce0c9130da137a5703b640909987,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-280_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-50_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,85e164c69bb66a5a373b6f1a4d4cd9e5574e5fd03f50f14fc7cdf0948d2bc0bb,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-50_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-50_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,90ef23a821ddb2788fa3c681e497986c7ae52a74e4ebc83f9ab7d26e5bc75239,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-50_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-50_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,07c472deeded185db48c602ea3e2967c3e52c388ec367ba1e315540bd18e8007,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-50_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-50_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,438c8eeb928a70505c19559efce4b0a1fdae915156845baa2cf7658fa13a6448,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-50_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-50_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,aaca2ced5f8f551b64fad03f139deafd07ac183192b747ba17e56288e17f7fd6,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-50_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-50_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,4b501a742b1b696f9912cd907fb5136dd35fa520da9b7c47f1c1fb14c434dd0c,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-50_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-50_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,63d86172c3752caad3f3065d3688f24feca2487ec8ccef139547031ce5550d8f,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-50_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-50_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,de48baf24237b874574e3a28066de02cad170ee2cfcab00cbc013f91b5fc3902,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-50_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_NCBI785_S2-50_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,ec8a6763fafa47348892075b61bed74a88a4af604df20f315dce9fc8a7ee3455,,checkpoints/models/C2/models/C2_lopo_NCBI785_S2-50_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S1_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,793c2085e0925e220355eee758a7eea2efdd546d895dc9fa1aaa2d8016835548,,checkpoints/models/C2/models/C2_lopo_TENX95_S1_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S1_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,d521da97f3d5bebf25aae745e087cb43acff066449783bcff71893be0bb6d3ec,,checkpoints/models/C2/models/C2_lopo_TENX95_S1_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S1_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,066d5ebfd01cac24acdc9b576473ad1eacf86d04562b6df69c9b155b5da964fb,,checkpoints/models/C2/models/C2_lopo_TENX95_S1_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S1_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,65fead387c50745cba8f53f43f92d5633f8aa2ae628185e194066b490f074473,,checkpoints/models/C2/models/C2_lopo_TENX95_S1_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S1_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,161fe71928ece614d9a2ea2b1039b5fe4f31974e7c317f9b310ec0b0e271dc53,,checkpoints/models/C2/models/C2_lopo_TENX95_S1_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S1_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,1eabdaab357c01d2ce6e88fa2d710194490a0a7ef55a7e3fabd2471df633cbe4,,checkpoints/models/C2/models/C2_lopo_TENX95_S1_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S1_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,adcb1755742f82934d64770eef88bc7b3bbfff8ad10442e4f39752ddd2ea977e,,checkpoints/models/C2/models/C2_lopo_TENX95_S1_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S1_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,37c2465af06765e10d989830ac9e38b266e1a0e93cb8c8abde44f78098ff1b8a,,checkpoints/models/C2/models/C2_lopo_TENX95_S1_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S1_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,0d211febe10ab84ac01f5a4816f0812a54c987fc2284a2e01038896ee8d726bd,,checkpoints/models/C2/models/C2_lopo_TENX95_S1_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-250_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,e1c6eca8ed22646b3a395517055c2679367cd3460b7d6474211f377a425aa0e6,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-250_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-250_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,37eff940f519ba5e0c341c8891af68c40077396ec9b9f80e3036df247f84eb4e,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-250_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-250_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,3fde82a74b451bc8b1def276c8ef73060d8e9b88e62771561b9198ebfe57886c,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-250_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-250_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,942b1d55f9d06bf22e06d59ce5d53fccbe1de0367ad0bf0dc3b020224612fafb,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-250_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-250_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,2189d56c823a987f90cfe86aac1d0cdc8e519e69761f1c326795f68cb5549d14,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-250_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-250_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,f8aa6a1868c991bb9f44c572ab3cd36172e27a0f2909030b08dfdeb38ddec993,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-250_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-250_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,9cd2369f0f56a2778d9b53c7263dba51b3b9b24e1d15423a40a64e7031b046af,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-250_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-250_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,7f9922cc838195a3b8e356274465c13d8bfc3fffd70fa593a5682ddbc732f991,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-250_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-250_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,af51b15af67efd4504eebc95719979fbeadf75bd632c7234f26c44beb358d7b5,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-250_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-280_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,0a518c95f9bd5b3d10440a9307df5fe303ab5e0b11670d10307094490e432595,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-280_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-280_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,43a209b451394a6b9880274ef44e343f9a5a7da9d225caf55863579b26b0a61c,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-280_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-280_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,0fbcc9c33004614056935750790b19ac72a8dbb515b3e90b30d5620a161c4ee9,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-280_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-280_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,7f0b582e87ce305f72def039bf5a167fbfa275654f14509f93efd5c076a2eeb9,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-280_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-280_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,8213d00afb6097b538cfda7658400702e2afb99a0af7b53fed39aaecbeaa8eaf,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-280_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-280_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,8a9db2c6e6afaef396de3bbae1665047ad1f6f13e3b9ce7e1921dcd6bab5d018,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-280_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-280_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,c4a48e831d4eafac009e263da3995b67552e88c31d8afa01f29fb9452d14ba32,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-280_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-280_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,c434d43f94f1d2f08549eb2762a334088ed9f9de65aab2115efe307810701387,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-280_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-280_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,8dc35a0f0dd88dce3cdcb7a1094704fa3afd1d262d0520aa81e4a13197807383,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-280_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-50_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,ea97dcec9b6a21be66ec27b51ee789ebcc0f7e19968815461b029b47372f22c3,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-50_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-50_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,ce4054667995c928fb0beb78c234eedc348dc62d6897a2e602363844c6ded390,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-50_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-50_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,f0fbec4ffcd4efc39e56a7d85a7133fdcf971036e7bf6e0fde671c50875fd58e,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-50_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-50_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,215eccbe0f38ce3d7d188bf9cd14251b3fbcd2e3ce3cee2a97817d1d7080eb0b,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-50_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-50_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,d621f97eff42c2d501804ff0b2d5268a87f553cad71c036f69eade5df202faf8,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-50_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-50_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,c3f31b9dae3bdb35cfa0adb4f30cb2fed1c6491c1b0936add9da9abe4057e4ba,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-50_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-50_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,dc9793fe7e7a0129557d14a7975042e3e3c41f2d0af844a17ab6d83ca28fbc97,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-50_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-50_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,75801b586a3a7aa370e52364973f2b7802736244484e2a28c32011939d3af0a7,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-50_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX95_S2-50_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,026093cac116eb0a1ee98332c368427be767825662862af9cd7ed8139f56a665,,checkpoints/models/C2/models/C2_lopo_TENX95_S2-50_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S1_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,6aa58d3f35fb49d962eb7f9d37349bb61f3ddf96e7fb17623fa490ec02baee8b,,checkpoints/models/C2/models/C2_lopo_TENX99_S1_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S1_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,62842baca21bc4affc58cc1449f31f9127e1c814fa6e43e0b8f5a45073acf62f,,checkpoints/models/C2/models/C2_lopo_TENX99_S1_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S1_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,9faadd369b11fe969b0dfdd098f653c7d668027133e2d0c9bec5e2de542f01d0,,checkpoints/models/C2/models/C2_lopo_TENX99_S1_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S1_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,909eaedecca03445a018b78653dd9900154839e76753b98d34a2bf3b9365f150,,checkpoints/models/C2/models/C2_lopo_TENX99_S1_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S1_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,cc383aea2ca5628ae97eeace17efa40dd40cce9ca4d96329b746575d99d3aa23,,checkpoints/models/C2/models/C2_lopo_TENX99_S1_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S1_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,490e16af885b54b9d41559ea78573597004354ef169e6399a7e85285977ca980,,checkpoints/models/C2/models/C2_lopo_TENX99_S1_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S1_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,a6ae1eadd8d3f58190dda398ea6708894d1e1dbd3fc8f75ec2d378fcbe5f795e,,checkpoints/models/C2/models/C2_lopo_TENX99_S1_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S1_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,2f1e114868472e8374fe73642eecc704c030bd5cea95531e6a940f01a7c879f4,,checkpoints/models/C2/models/C2_lopo_TENX99_S1_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S1_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,45a50c0d4c547323aa76923e467e01ec92fd28692efc130a29bc74ae1886313a,,checkpoints/models/C2/models/C2_lopo_TENX99_S1_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-250_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,4af7b51b00a61b01e9240c8b19a3b5751ac0f6bdd3898e1e97d71481d8811bf8,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-250_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-250_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,f7218c3264a852bcbfeebad7b84e4ecc0037ee2bb674e5a84f177219cabb7ed0,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-250_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-250_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,ae12a5626f30d4c22fede7a93057822e5113d7314e82c66285c73ebf1514ac02,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-250_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-250_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,964b24ae1a5b2956d7a3dcdba0bc9eedc4514db1d46afb5853a554d32a9fc1fe,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-250_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-250_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,7ea2f6acefbdd66f1f7748cf3f2706671cd50affb63786a9734582ebb8307122,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-250_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-250_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,c3ef027ffc2fd32013338245c15f22357b4143812f79aa9a6630986c915819e0,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-250_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-250_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,4f9b1ea3447897e02919fadd8f276070da5fb7bc3520479a961a8a1ce8d0dc36,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-250_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-250_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,3c58487ebb8ee04ff94b9bb4c34923036a164d4f358bc319ed5b42f7bcb46b68,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-250_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-250_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,49e4ed512483681926523fdbd3514f61ffebab9e5ea3e75ff15141a343f8e245,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-250_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-280_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,23c4478133798635d75925ed95d08539c3554fc000c59d8e71cd6a05f5667a55,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-280_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-280_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,cdc027e1388d20bab9f4f7d91024ccf2a2c7c0abefbd0f9ad2d0ff7fa5b84593,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-280_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-280_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,33c0a22daec4cae1066ab76e2d01e241b2ba45c7992081ef1b8fab99f79781ca,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-280_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-280_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,90cefbc6cca12a02711d3e361067752273dc2c2364aa63e2eccc072242b4fd47,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-280_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-280_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,f2fb9349f28ed1655c479c6782d8ac3b1fb3a654567403773e5d91f2c565de5d,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-280_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-280_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,5cb778ef643b3c9d9d22af99896794a30373aaf30f43834980fe42239660ecac,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-280_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-280_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,9cdb4b48131e65322c7862e1ea81a879d68b7cef6a434140528ec069bf9d59f6,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-280_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-280_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,efd4478e837470c4f19b3ab6a5d90f426bcb12dac54f6149326cb70df358c112,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-280_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-280_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,4a5872830bf4f9e2712894f3288443080428a253b8d07dbbe48d0ea7c6d517a5,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-280_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-50_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,0c9df058905d48a662ed10f9d802f0fca475dfdc1f54b93cd450ce4ac8450f25,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-50_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-50_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,5c59746ef8e102c069edfbcbbdf038e098cb919180b3677506951d2e73b174b3,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-50_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-50_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,3a62298651793d6d423f975fabe626e3a0370b2506c1cb2997210b7d562e5810,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-50_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-50_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,c0ead7e284b43e6e153e1320a58efcdd3495bcec4c835c1bdc23225472a66e92,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-50_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-50_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,fe687006576df47c2a8a6388f1de03585e88ed88763f2519da7e40880019d9a9,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-50_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-50_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,f287c650ee134672dffe572bea25d821c4ecbd7142002bdcf9edc74a86883c9d,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-50_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-50_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,604306246b4c5f47cffc59493e8d1d1e8369ef5b0fbb5917ad82cf7707c6df7d,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-50_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-50_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,c91f2c6bce963524c7d2d2b938874c130e8866e2be9f097728fe42d211cef179,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-50_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_lopo_TENX99_S2-50_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,24801dd50075e7065137699d8eb621b75af770221aa2fe4a2e424b320c6572c6,,checkpoints/models/C2/models/C2_lopo_TENX99_S2-50_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S1_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,c614e8e892a6b3fd1fc056ca674d188c597e1bd4284eccf8b050f4756940e95b,,checkpoints/models/C2/models/C2_primary_S1_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S1_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,b4a91b67713978ed4682c29bf8adec911e14868f68b8723a3e8f64d36be28266,,checkpoints/models/C2/models/C2_primary_S1_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S1_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,8768505e9f395da08a8c680eaed7f2aaf39751a191c30a5be34a36c4102907f6,,checkpoints/models/C2/models/C2_primary_S1_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S1_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,cd818362acf873dbb3164942926d114ec726fb00bb89fe891294a441666649e2,,checkpoints/models/C2/models/C2_primary_S1_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S1_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,8ff707cc726501634154b7ec6742dc90e3ac0861cb23d2b671930baeb46a1f24,,checkpoints/models/C2/models/C2_primary_S1_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S1_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,91105ec5b2c1b5879bcdeee8eb5e43aac9c250d3bdc93b4c6c923bb12f8474b0,,checkpoints/models/C2/models/C2_primary_S1_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S1_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,ad4d4fecd7bbd67675a463360a6a6a0f2dbdd2e91b6d799b659951f8f9a82e93,,checkpoints/models/C2/models/C2_primary_S1_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S1_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,37abbb1cdd71f9a3be863ecb9ac3421e9fc3c244076b5b9acdfcb14543e1fff8,,checkpoints/models/C2/models/C2_primary_S1_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S1_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,176444f6a69d9c5e36c1f4df3efc55b30c7bc4b08bf38cb42c2f9cbce53d51b2,,checkpoints/models/C2/models/C2_primary_S1_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-250_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,08bfece461430086d830fe3cad70bfdfb27fc9361dd28654e0b6b93d5fb8e929,,checkpoints/models/C2/models/C2_primary_S2-250_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-250_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,d953d73b9105e20055b7135e4de0a682f2d1f83668c41c432cd2a01e5615c2bb,,checkpoints/models/C2/models/C2_primary_S2-250_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-250_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,ba5b0f9f5d230ce6a58b3fcb91e35491040dea6777a8419e4fe9d373b9c6dabd,,checkpoints/models/C2/models/C2_primary_S2-250_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-250_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,8fdf82004598f6f400c4a60a44442ff3ecd12953b822c67984a8791340007dd7,,checkpoints/models/C2/models/C2_primary_S2-250_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-250_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,4aac0444d5e34093969c8a45a87dbdb9416bda0ba0609a9a6d9c68143df9522c,,checkpoints/models/C2/models/C2_primary_S2-250_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-250_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,72a419fba46305ab20b9d1cab1319fd0c84327eabb670facdb93af2285336cac,,checkpoints/models/C2/models/C2_primary_S2-250_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-250_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,194da69ccf8fb0cb6b8d58f4a18d8d6edcee84175eb792a08dc9c030896b7693,,checkpoints/models/C2/models/C2_primary_S2-250_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-250_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,3210cc93834627abbbf4343b03b97199953aca6ed9b5ad9c437c37ce1ffe2b93,,checkpoints/models/C2/models/C2_primary_S2-250_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-250_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,7ee1d352466297aaaba4c89a13ffaf041a2fed9ee1cb7d4e719b40240f4d76ae,,checkpoints/models/C2/models/C2_primary_S2-250_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-280_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,1d78c2d345df35a752606b2fac579f77b2c028ecd8f82b79f7134e2733aee3a7,,checkpoints/models/C2/models/C2_primary_S2-280_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-280_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,f215ce3394e0d41e63772e2906ded577ac7432491f6a58751b70262784943aca,,checkpoints/models/C2/models/C2_primary_S2-280_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-280_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,c45e73d69095b095deaf2857f168a49374d4f0404a17c9a3fcdc282ba16a28a4,,checkpoints/models/C2/models/C2_primary_S2-280_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-280_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,f1877f5bbe90d2f975fd704f9115dfd6211b5c292c3ca3728b64742703d3da16,,checkpoints/models/C2/models/C2_primary_S2-280_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-280_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,c5a9a83eab064ff34638e0bed8d8e8e1be86db9cd1ad8ed9b015edb120c442b4,,checkpoints/models/C2/models/C2_primary_S2-280_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-280_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,b6add8b963cbee8d0760930eb5a574936c7bf5444332390b6e27c300b798f7ca,,checkpoints/models/C2/models/C2_primary_S2-280_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-280_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,a06a1ddd681bb5ce71c754ee952d227b260e763cde56d0dd11b4d18dda0baddd,,checkpoints/models/C2/models/C2_primary_S2-280_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-280_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,cf85bd6598159bb0111212fd66cc07c3f0b710d564ca1992c825ed2c271c046b,,checkpoints/models/C2/models/C2_primary_S2-280_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-280_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,dde3f19a2c23e823a8fa8ab884e7cf2bd5103f2af096d8d8f5952c51c587523d,,checkpoints/models/C2/models/C2_primary_S2-280_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-50_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,f2420160f9ca4f6e97b0f47face6c94371909d5a164f4add67686a7aeb13b03f,,checkpoints/models/C2/models/C2_primary_S2-50_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-50_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,567d1b699ed837250ef5c7f7a09e161af421d6faf905ab6cc722ec6fdfc96398,,checkpoints/models/C2/models/C2_primary_S2-50_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-50_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,e6478089ba8c6ed126a3e4564d7adc9e0754678f2013cd20ecf6097cba0e5716,,checkpoints/models/C2/models/C2_primary_S2-50_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-50_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,9c6857fb48a6b532f5398b210e24a4a1216f6353876a30e3d8cd89b022a13954,,checkpoints/models/C2/models/C2_primary_S2-50_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-50_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,62b8557145599c2970465a2181345e9a3472418538eb8cf76599927d4066c445,,checkpoints/models/C2/models/C2_primary_S2-50_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-50_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,67f73e616b622f89eade6abb5884b9ac0e7b0cc71ffec37a53459ec7c47f4c53,,checkpoints/models/C2/models/C2_primary_S2-50_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-50_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,480c2291a4fddd67e1ea04405252f847d526e1a4a5e8ec4bf39f47f2bac0ded9,,checkpoints/models/C2/models/C2_primary_S2-50_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-50_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,a985b0e36d3325633697fdc7dcc3e45fd74ccc67f0bf29db6fa9175e77451571,,checkpoints/models/C2/models/C2_primary_S2-50_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_primary_S2-50_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,79bbc5a172414f80235c0a99b2437aff3318ad2b5a2775c7e4b4c32140ee871d,,checkpoints/models/C2/models/C2_primary_S2-50_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_shuffle_S2-50_GCN_s0.pt,historical_supporting,ORIGINAL_MISSING,372857010354fc96721769457752996c52608e3022f493ee078bc87b2a2fdc56,,checkpoints/models/C2/models/C2_shuffle_S2-50_GCN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_shuffle_S2-50_GCN_s1.pt,historical_supporting,ORIGINAL_MISSING,c4d62d68ca3a69873aec162a5adbe2fc360b7dcf67c931cea89c10fd6f2caaf6,,checkpoints/models/C2/models/C2_shuffle_S2-50_GCN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_shuffle_S2-50_GCN_s2.pt,historical_supporting,ORIGINAL_MISSING,ae2bf1f6b4f17cfbbd594dcd63d474f161e457bee0a56e7c271bc9b8026ebe64,,checkpoints/models/C2/models/C2_shuffle_S2-50_GCN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_shuffle_S2-50_MEAN_s0.pt,historical_supporting,ORIGINAL_MISSING,7e0e51b55241b73fb13c2cc60eeb416ac9f1d4128e4c1591ecee3f417a9e51be,,checkpoints/models/C2/models/C2_shuffle_S2-50_MEAN_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_shuffle_S2-50_MEAN_s1.pt,historical_supporting,ORIGINAL_MISSING,3ccb108648558546fc3ef4a0a87083c952508efc0135a94fb37bea85725d7ff4,,checkpoints/models/C2/models/C2_shuffle_S2-50_MEAN_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_shuffle_S2-50_MEAN_s2.pt,historical_supporting,ORIGINAL_MISSING,b0e1c6298404f8066208af7db654cebf4bdc93bc174f68a005370e1c01162a6e,,checkpoints/models/C2/models/C2_shuffle_S2-50_MEAN_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_shuffle_S2-50_SAGE_s0.pt,historical_supporting,ORIGINAL_MISSING,6d0abad976a8bfb4485bf6383818b13d86012699328f3aa5581311462b71d89f,,checkpoints/models/C2/models/C2_shuffle_S2-50_SAGE_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_shuffle_S2-50_SAGE_s1.pt,historical_supporting,ORIGINAL_MISSING,5524ed2d17cd803721118029c17ab2f0cfa6943513a66e8180c3038903725a13,,checkpoints/models/C2/models/C2_shuffle_S2-50_SAGE_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_shuffle_S2-50_SAGE_s2.pt,historical_supporting,ORIGINAL_MISSING,43b3d3ea46448260e74fafbe2b39230c2975144f21d55c09315f87f28cd6eb2e,,checkpoints/models/C2/models/C2_shuffle_S2-50_SAGE_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S1_GCN_delaunay_cap250.pt,historical_supporting,ORIGINAL_MISSING,19a31e2b5f1441b93ed21e3d0223726908a329588daeaae8e1edf6fecad0a62b,,checkpoints/models/C2/models/C2_tune_S1_GCN_delaunay_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S1_GCN_knn6_cap250.pt,historical_supporting,ORIGINAL_MISSING,fa3411c150fd081cbab9e871a40b6673e2d0d7a457175ff4889d186bc387d8ad,,checkpoints/models/C2/models/C2_tune_S1_GCN_knn6_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S1_GCN_radius150.pt,historical_supporting,ORIGINAL_MISSING,eb4de025d18edf2fbb71d84f6e40593368ec9e585e59cf1c9c9b066f537b1948,,checkpoints/models/C2/models/C2_tune_S1_GCN_radius150.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S1_GCN_radius250.pt,historical_supporting,ORIGINAL_MISSING,2e611186f7d9ccfae34b0618a140d5c55392465a18df21f80488f7e7d8b1e2db,,checkpoints/models/C2/models/C2_tune_S1_GCN_radius250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S1_MEAN_delaunay_cap250.pt,historical_supporting,ORIGINAL_MISSING,d66e165323decf1aa55d8a938a98d4c6fa96acff8f129319ad8ffff17c996a0e,,checkpoints/models/C2/models/C2_tune_S1_MEAN_delaunay_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S1_MEAN_knn6_cap250.pt,historical_supporting,ORIGINAL_MISSING,c635f43e9bfe0a7db71f2e2b9860f6d2920557fb17d45ac2976abb75a7af6080,,checkpoints/models/C2/models/C2_tune_S1_MEAN_knn6_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S1_MEAN_radius150.pt,historical_supporting,ORIGINAL_MISSING,000b2394cfaf6fb3a9811c6daf9928fc7a1d3cc51a4b3f98ac837117deb1837e,,checkpoints/models/C2/models/C2_tune_S1_MEAN_radius150.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S1_MEAN_radius250.pt,historical_supporting,ORIGINAL_MISSING,c581bd04f27837ca92de16f9de8f4a89bcafd065e2aeab588646d21702288d67,,checkpoints/models/C2/models/C2_tune_S1_MEAN_radius250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S1_SAGE_delaunay_cap250.pt,historical_supporting,ORIGINAL_MISSING,0206eaac05e23fed79ce4b864f7b5d236d1a6977dec7dd5dffb2a1056fa42a1d,,checkpoints/models/C2/models/C2_tune_S1_SAGE_delaunay_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S1_SAGE_knn6_cap250.pt,historical_supporting,ORIGINAL_MISSING,a34a1a121f7777acc21e9d5d9849d05b3e7a0cdfda188ed00d59b1d1131f1b25,,checkpoints/models/C2/models/C2_tune_S1_SAGE_knn6_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S1_SAGE_radius150.pt,historical_supporting,ORIGINAL_MISSING,f9ad9d72693f88358fc453a90988b2d2fd24a9a31f45ce2cb2249f18e04e9d32,,checkpoints/models/C2/models/C2_tune_S1_SAGE_radius150.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S1_SAGE_radius250.pt,historical_supporting,ORIGINAL_MISSING,076a104cc0a8884a5a9be955b3d3e169058dc244296abadb45b91cf2de977432,,checkpoints/models/C2/models/C2_tune_S1_SAGE_radius250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-250_GCN_delaunay_cap250.pt,historical_supporting,ORIGINAL_MISSING,a5e0986c85f93ecf7fe11f2f63603984acecbb9105133db522b6176f9e7418f1,,checkpoints/models/C2/models/C2_tune_S2-250_GCN_delaunay_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-250_GCN_knn6_cap250.pt,historical_supporting,ORIGINAL_MISSING,31e1a7a53f27a3f230b4a2947db796153396270120a6199684125d402631bf33,,checkpoints/models/C2/models/C2_tune_S2-250_GCN_knn6_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-250_GCN_radius150.pt,historical_supporting,ORIGINAL_MISSING,09ee01e87ec0df100cf6576b1001b258681f1aa48aec97283c823432cfd2398b,,checkpoints/models/C2/models/C2_tune_S2-250_GCN_radius150.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-250_GCN_radius250.pt,historical_supporting,ORIGINAL_MISSING,76cc19e959f8e585b8bd7430274c4c12186a55a7cbf8ee97602834a2a798ab9f,,checkpoints/models/C2/models/C2_tune_S2-250_GCN_radius250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-250_MEAN_delaunay_cap250.pt,historical_supporting,ORIGINAL_MISSING,6ff55ccb5152c1a571d37b4b31c6438a865750cb00ffad63604ce332aec8bf02,,checkpoints/models/C2/models/C2_tune_S2-250_MEAN_delaunay_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-250_MEAN_knn6_cap250.pt,historical_supporting,ORIGINAL_MISSING,4d9905e76d51df1d2a1102ff834dd833ea208f1fdaded87d12cf0b0b3288611c,,checkpoints/models/C2/models/C2_tune_S2-250_MEAN_knn6_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-250_MEAN_radius150.pt,historical_supporting,ORIGINAL_MISSING,84b7e074b5b55e9bbb9f7a6ec94c5dda447a3a30ea3576f18f35f2d70acfc31a,,checkpoints/models/C2/models/C2_tune_S2-250_MEAN_radius150.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-250_MEAN_radius250.pt,historical_supporting,ORIGINAL_MISSING,105937338541e5e39bc68c1261a44d08d59d4b3d352a844e2adce0a62b17b72b,,checkpoints/models/C2/models/C2_tune_S2-250_MEAN_radius250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-250_SAGE_delaunay_cap250.pt,historical_supporting,ORIGINAL_MISSING,bdfaca3045dedee44a614520fce8de1490240ad0921a46da25f6365f8d7b6f54,,checkpoints/models/C2/models/C2_tune_S2-250_SAGE_delaunay_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-250_SAGE_knn6_cap250.pt,historical_supporting,ORIGINAL_MISSING,35a685b94948ecb385cf545e7a4a7e6c223c1f925a466916d3085fac7e479d8a,,checkpoints/models/C2/models/C2_tune_S2-250_SAGE_knn6_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-250_SAGE_radius150.pt,historical_supporting,ORIGINAL_MISSING,b8b0264a8336e48f1f1e24896eec25526be3091ce12614cc26ba3ad29af3a30e,,checkpoints/models/C2/models/C2_tune_S2-250_SAGE_radius150.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-250_SAGE_radius250.pt,historical_supporting,ORIGINAL_MISSING,e5781f706d2245ded43043e5265414ede0655b3a4a2f36a91fef9abacce3adf9,,checkpoints/models/C2/models/C2_tune_S2-250_SAGE_radius250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-280_GCN_delaunay_cap250.pt,historical_supporting,ORIGINAL_MISSING,4516e79b3d6aad17fe26bb232dd72b2e5becbe3ba9720e85bafd83ff674ed5ec,,checkpoints/models/C2/models/C2_tune_S2-280_GCN_delaunay_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-280_GCN_knn6_cap250.pt,historical_supporting,ORIGINAL_MISSING,06ea7aa197c87bb1bce4f1582e6e511ac4662fd0da36f5078287993d1606bc80,,checkpoints/models/C2/models/C2_tune_S2-280_GCN_knn6_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-280_GCN_radius150.pt,historical_supporting,ORIGINAL_MISSING,f73226a59222873e0579c8b469b363663700bb82b5b66c382f1a7c5b8d1b1ede,,checkpoints/models/C2/models/C2_tune_S2-280_GCN_radius150.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-280_GCN_radius250.pt,historical_supporting,ORIGINAL_MISSING,e0d6914033d84cdc0c2e2a10d93dd957bed56e0faf37e230ab5cb214ee994adf,,checkpoints/models/C2/models/C2_tune_S2-280_GCN_radius250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-280_MEAN_delaunay_cap250.pt,historical_supporting,ORIGINAL_MISSING,29c3f4ed70c84c7a9d17ad31ef7432ce495c49c535bdeaf3272a5cea3006694d,,checkpoints/models/C2/models/C2_tune_S2-280_MEAN_delaunay_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-280_MEAN_knn6_cap250.pt,historical_supporting,ORIGINAL_MISSING,27476067f39360ecba755b9f337915c93fa227fc20bc76beecdd68edbb3b630b,,checkpoints/models/C2/models/C2_tune_S2-280_MEAN_knn6_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-280_MEAN_radius150.pt,historical_supporting,ORIGINAL_MISSING,9013fb91775ccc05d1b32a96042b4ec3bf782276eec14e7551efa12e19268011,,checkpoints/models/C2/models/C2_tune_S2-280_MEAN_radius150.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-280_MEAN_radius250.pt,historical_supporting,ORIGINAL_MISSING,0145e39fd4c1d285392d7ba7c48d974c4f9e5b9b4e7f4da5d1cfb23835cde6fc,,checkpoints/models/C2/models/C2_tune_S2-280_MEAN_radius250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-280_SAGE_delaunay_cap250.pt,historical_supporting,ORIGINAL_MISSING,fb27876ba49d4ab889f293b1db0f33630002cf1e6a6a30191e0f0cad7b0947ef,,checkpoints/models/C2/models/C2_tune_S2-280_SAGE_delaunay_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-280_SAGE_knn6_cap250.pt,historical_supporting,ORIGINAL_MISSING,5f72678f1bb842b1444b2767298098e31c7cff847801a3d88dfa810b75b17530,,checkpoints/models/C2/models/C2_tune_S2-280_SAGE_knn6_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-280_SAGE_radius150.pt,historical_supporting,ORIGINAL_MISSING,5841350bbad92d9ae88928b5f078ea24562e1521c1125e28514864bdc3d90291,,checkpoints/models/C2/models/C2_tune_S2-280_SAGE_radius150.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-280_SAGE_radius250.pt,historical_supporting,ORIGINAL_MISSING,25aef60af90f20f6cc1534b7b1181501755bcee18a5d34af95a9ec962fab37b1,,checkpoints/models/C2/models/C2_tune_S2-280_SAGE_radius250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-50_GCN_delaunay_cap250.pt,historical_supporting,ORIGINAL_MISSING,61f594a223609089c189365bfaa480d76e6bd25c385be146ddca7644cc0b0c55,,checkpoints/models/C2/models/C2_tune_S2-50_GCN_delaunay_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-50_GCN_knn6_cap250.pt,historical_supporting,ORIGINAL_MISSING,b96186aad42c12f33872b159c636a528ce6c7fdf6a91485bd77597c919eec277,,checkpoints/models/C2/models/C2_tune_S2-50_GCN_knn6_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-50_GCN_radius150.pt,historical_supporting,ORIGINAL_MISSING,be1e5190898a89401a7af19202ee8ce3e2a89df917b80079cfd848dc98e65fb1,,checkpoints/models/C2/models/C2_tune_S2-50_GCN_radius150.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-50_GCN_radius250.pt,historical_supporting,ORIGINAL_MISSING,3eb48fd9c58fe2cb6c780cee1e5c3305387737da6de96710858493aecf70cfca,,checkpoints/models/C2/models/C2_tune_S2-50_GCN_radius250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-50_MEAN_delaunay_cap250.pt,historical_supporting,ORIGINAL_MISSING,ca3bb483ce3e399cd0eac2e1e6f9d2cef25e3d6404d1a079f96f2084c224a7e6,,checkpoints/models/C2/models/C2_tune_S2-50_MEAN_delaunay_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-50_MEAN_knn6_cap250.pt,historical_supporting,ORIGINAL_MISSING,e6cdbff4d98d0ab24416190774b38bb7a0bdcdfa46213533ae61c38e0b52ba95,,checkpoints/models/C2/models/C2_tune_S2-50_MEAN_knn6_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-50_MEAN_radius150.pt,historical_supporting,ORIGINAL_MISSING,7f7b29b51c570044a39aaa458e97534926d4f6e90ae541b1e0f2b242c15c742c,,checkpoints/models/C2/models/C2_tune_S2-50_MEAN_radius150.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-50_MEAN_radius250.pt,historical_supporting,ORIGINAL_MISSING,1bab26b214e611777e4640f7136bb4a41e0f7a6bbe81601160251fc648f75118,,checkpoints/models/C2/models/C2_tune_S2-50_MEAN_radius250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-50_SAGE_delaunay_cap250.pt,historical_supporting,ORIGINAL_MISSING,4517ce2c0a435eca24b1e16660562dff4fefd6ff9948c1d523f31eb304ab5a02,,checkpoints/models/C2/models/C2_tune_S2-50_SAGE_delaunay_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-50_SAGE_knn6_cap250.pt,historical_supporting,ORIGINAL_MISSING,995c75f77e3ed4aedf5c2bbcf2dc6d2e95db93525707d8dacf3b6d955fa2d4af,,checkpoints/models/C2/models/C2_tune_S2-50_SAGE_knn6_cap250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-50_SAGE_radius150.pt,historical_supporting,ORIGINAL_MISSING,f90fb5f6ef9676882f18ceb1c1bcef0942dcfe553cd0756242222f6ec0c0ddae,,checkpoints/models/C2/models/C2_tune_S2-50_SAGE_radius150.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C2/models/C2_tune_S2-50_SAGE_radius250.pt,historical_supporting,ORIGINAL_MISSING,364bb90df44f8c5a57498f307a89e23575683f2375c7e3802963eee177808e44,,checkpoints/models/C2/models/C2_tune_S2-50_SAGE_radius250.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,6aa1495131da7c7d0a6dc7c5f5fd980d4fc036003c5fb971f92a5afd56574a75,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,7829282a88af30d508a8e82b7bae6669a3aebaf98e0b1eb05a2d61bfef7ef3c5,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,4a5556c83a61849fb84810b259d4ee1fe0fedd3b1e8e18d05d6afa2897bd6608,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,115e2c228c426031cb682feea5936032aee3db646316ac066451d4893b203121,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,43e3791b4ee91289e67dc2f0ece827d9cc67f54b6a78864baacc323b331cdbb0,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,3301529852d66f581c5383916e8d8d301da16d97760d028fbe883c0298c77229,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,9ffcc800d3c8b5c55b7c3fb40492773263b86180098da3f8016608bc7d6134cf,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,c4dc9c42fc27a06d55213cb58763f589744e9d1ddfa5923c697132127ee7ebc8,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,496b086f2440f3a79a26cb937c536571ba9cae4b64a1bab067ad057df558e43d,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,7143fcc36df6872165e63092b0d903bc0c3ba4bd576553100f436a0935f76fd0,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,043882e10b09cfc5dcef7919c5a633aa6fc67a3787acaf25b652e0b40fbe23ce,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,d4757c454a4c610072bd4dda12a4393628630a3bc08e7f33acda955b92944a85,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,659d7d238ffe5f6fe4a5e9a4afe91d97edecd08223166bcc6b81e8adc5f727b0,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,ff2613442ee5bad761274d83a73a211901fe3ae0e3b9e62d0b2e54f903f97fd5,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,545ceddd45ac19cf76e9f132fbeb2397cc0cdb4b5aa2d7106ed36ddfc146221c,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,5fd655e12542808b4abf9da3ad202c3a231fa099028e44318f92d2398e9e8158,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,79789eac0d563a182e17c8800217107b3ff6e7f7d41cae0bce52a48ba056cd60,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,0ab3d15c7b7d78add42d2625a806bb966d23a98f97b47e5ebcbf27c085c14f25,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S1_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,d29269beecfc8d8b6626ee4079728fea64fb7c0cf3e82aec923f907d1997e77f,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,65d455024674b47897712a8c35cc2ad19be35b673bb90eadd08f86cb1d337e74,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,eaa8fa8ec42c25b7dfef06a23237c0ebd28a7e1f8273a4a1c79809d1324a4c4e,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,1d10c4fcd556974b5cf622eabaed5d1024d00633cba01404decf9847789baba6,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,14ff52c578b68efe5e0e1520015640ba342323ac202c9dbd118e83d2048be4fe,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,fa6dacb425c3e4587fbee8a67d2a39dfc14e5bd47e9336274b88a03dae9bf5b7,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,363baff814f3e72e69144c32fb2079e90566d843f29f486e62e34d36b941ad6f,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,8c10fc306e879bc2f3a65abfff8ea132aed1d9987fb23cacf3f67f6815c7d15b,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,4d1020e2c3569297dafb14cf1fcc38fbca5ee6ac0a246ed825ec18c87531d153,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,1c67dbad01f43e6eb0edf713e32264e72414d9a4c9058c9810a60ba409d5baa3,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,28df4d86341959b8ac83dcc826a37cb8182af78059051b418611c406d5879ae7,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,ae32ff620827fcca4a764dd9faf4d7efd0a8d2826637485039e727bf0c249ed6,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,96c45578bba0af66b6c0afd1a1467493695ebdf582e15b0b4c5b88eec1caf9d0,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,1ae9de64fb27006eccde6abd2cdf53845bdd2891ddd4d656a7f075b1d380ec16,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,0943fc78b3e9256a631ba009daab24bad2025dbc6ee13c5d12500429df6b19fe,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,95008081cb14a15e22f69a4dc914676f07460c1faf3d5916e89f834c26e081fe,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,3de8125f0a8fff56f7fd9a499556b2e5ae225297e1592d0a836f4b13b9c17967,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,8db16b3bd0ffc7a79a2b9f04414ba7a81f64e9b3360c0324cba0390f905f92b4,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-250_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,b12f02fd9a8e46211f94aec99fe72adc3d5dbc60b1fb94428d6c5d106938bc2c,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,b77de70fb14dd20e0c9d83ba3f00f9d6230af63884dc58bedf93694e4ee278bc,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,428bfb3fd20d6ae3adc91ba9dbaa84ef158dafa9b0c3f4637523fdcf65441cc7,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,fe899f77b12d84667d25d1375532ae187c272409571807c0e33744274c03c1a1,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,49f12445bde5d9ccd65a322d85dc5aeefaddc952710d82025c4d394800889e38,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,9b85a77cac244639de4b43da3748ebba82f942a2f8fb82b62227d9371a0ce9b4,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,bcd6b56fb3bceb457a92bf05cf84457e23b3f9b1e7198020340324323e348260,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,97694a3423b8c594f5dbb3b413caaa5a7d6f494d355150efafc2f4a9d2afb062,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,9a06b29ef8557fb903c06fef7c0ac8260f38d6d25b782fb3fdf06bfc45da45f9,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,fd8fb089745d7a4639604dad6842b4bde88b67c7d275f31314bf93604607c7b1,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,d5fddbd64e1c6ea1d1b2b439c1876e679e819f340e79b130771e2b060b8e7532,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,18210931eceb3d2a21f774c7652622394e002ca0e375a1a3afb8d4371db7f9c3,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,19868dd27b64236df79b3d0233e7f4685542126e09fbae5377e2b7d111962109,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,993ef20f2e9e0d21baa8fffa52bc3a56bb75afdc25e9eba56ca5357ecc1b113a,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,b0b086198f76afd307204d11e4b1bf543bb6979264cbb841707e8e9dbaa15cc2,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,88f12d7300b3a8c8b402763b92b7081b86906b86ba27f4a8e2792ddf814d5ad9,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,d2f3df4fce023bf65bdc5b8c7078e77440c1493ecbc8cf323c3dde870196db40,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,45c0e5c2c7c8ca1ccfc8a9398235eeb2b8a5bb0474467b8f6a64d392b9a94cc6,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-280_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,d68abeaa8c94fd313c115d35e635d9dae9ac0f6aca7cc430ca3b9ad9d89de81a,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,feb320150508de388d5220759a3fe3d1bbef3f2827f0eacd46ec89bc64955ef7,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,0f05e54d396918d8dd11a73a263638b749e913efafd606354acde11797abba1c,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,4afaa3372e849e77621f658fcc0976e59a414bf3797eee67750f20523332c50e,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,f53f1b9be3448d6452bb928548ab4a392edbfe9c423db0a161b23c73fe40d53e,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,c8e6eb8939f0b10b83f40201000d8e5846e0eab61ed6f5385af58be9b76cc0e6,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,10d804c9be3cdb58c3711a92c1eecc2679e595cfd192a00167d745d88576d62d,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,10b6bdbf1ff801b3f6df4747cf2466f0b6326dbf50509235edcef04d95a89e85,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,5547f081a3845f42df4cc3efb27a615dc17013055fff4065aa25499fd1c500c1,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,a165e1e0b2898ae76a8b3b8733a86df0deeb967e6642a62f01fe09a694061274,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,9378cec30f6bf71dedb91eaeed293f041ad6dab086a84a2cf6a24b0a96ec7099,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,dfbe0247eba304187a35297916c2e641347c135d9e4c2e73f24bf11d46176960,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,ac5fa612a25d48d9267f858317c468af436d1a2b3c659c506b3776c1947bd382,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,74540bc18c3d411358f53355a263b987d1add0c5bb46fe0eef99aa859de5e1d8,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,18802f501c44e58fd0573ccac02c880eb7d0a878b9a8bf418620c3e93a1cb9ee,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,83e7be7b2692a490302d9f8e564bb167e5673517894e48dbcadfd5a87be4ad9f,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,f7bf44b5d60658a31cb3cba5abdfcd3d3d18ef2f85125676d9332068b4dae38b,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,2c70258543e95b9e8d8167628c8c963fab14bdaac3e6574325dcb4f4ec7a35a5,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI783_S2-50_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,f837414c03b360279dd95cb28d2c3edf7b49854f619c3d6eff70c22e67484d4e,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,7450d03351341b0e2c43d022680e549f6c507499c276df173309a8e712fb45b3,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,ada4b26f11e1734234ceff3b8c4f908e76d4a03d8f2d66103d60f5a08c067f61,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,287d6e93ec9a92e5ff6205d82397498a251b26c4896a8ceea248f88072bf3d5d,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,b1c17e8aefbf672128848399eefa77cff675f0aa29ec12f0786f05b3f0214b21,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,2060252ef40b55eed132aa1e2ebee0f549a9c1bd661587fa09be82de099b7d46,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,77b32663007c5c48b938cc75e6b8e87cb0143dddda39cee6c37380f205d4af35,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,3a38d5d8d548953aefef4ae7bfedd0a5e37b0c6a2321380d3942afd2c43ba564,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,c1e574bd5d63b92c7d78b28a4849eeb524cd8b21fedc8ea722e52d2fa8b374cc,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,07d5018bc9ce0cac59e7abfce3e3cb4be0d3cc97ddf9140a19fb64a74e4ebe7e,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,2ce50ead92ceff50b63bf96cd4d6fb266f0fa06dedffbcf9a3b3a5bed4f9354b,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,8c78e0a0882ef8d2e6240e93e54c33af2ffaaadbdab524f05aebb85db0c9b656,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,7716443eaa570f55862beafdc54defc3d07759787274a056021c234d4577209e,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,b8e0f57f532b3d5000d9e714920749d8c61552a089756635bfbda008983fac64,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,95e84d9f16b1700636bbc8c898d618d1acb8f94ec0de24e704b181db1c6485e0,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,6be05e3c94c4d9333617681c80968ba05e5c96ec84017559978872012a5e3ce5,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,5300d97dbf146f79a2a2f4fefc59c9bc3b006ab8a59affad29994133ffbd92f1,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,4fedc0ffc5cbbe17d8454afd904fc459a267b56f469c2d385a011364aaa162b7,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S1_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,23e6119372cf7a1338e6179adf5ade4f5bd1ffa15d8e0905f8c51240aadfaa60,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,4da1529b03ec79f3f65c46c86d9cec81f891ef12cad910eb39294cff31283846,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,24a33aac37aacecbf37bc54189c7936780a5609c6053018ce45b72228b6a4635,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,fb94d5a4c2fed50ef3d1a2918d14b472f93ce0b22e1f98c0df6c43667972aa21,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,73bda5d549cf6c3e2ff85cc0ede48f6de6ab3c4200a6cc39f796f017cdc67c53,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,6faaac10f21b7a471de3a9fa85c6a7c10701344255ccee06cd63231ecd5ec0ba,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,5c3ad335609f34f8f80c8082c2f49fb60f5b5ebba720ef3d5c06db1d195409b5,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,82645c8b13093c2cfc3d47fc642d89e8979977d4971b6052cca6fe2b512cea20,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,4660c40fe7b418a0ff3164439440541a47094f37f597c8d95ea04da83dcf2141,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,580ca4f8a4f21bef0c3a1f40e4133605224a6c5529f04355f295e6961ce74cae,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,e0e9892f8bf432295fe5d6088cee8489c2e305576aae87538192d5d81964b1b5,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,93ad41d4b3d0e5d92d499cff4147209994cc79159047143fcd9fa405300f5c46,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,fa3cbbc609740b6a3a1eeb01ac87a3bd63c7ab26bb0e3e153e2fef5391a04a1c,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,ae2da502387886295b56ef084430c59ce021b16dd0993f2b46f00e0698567501,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,dbb8af309a29da06c62d59b69e082da1c4bcb1a2a15056c10de8e77c43b6802d,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,d17f2cd25fdd944285ac010f42f178514a9fc87d7b3e1874a9d87b85cedc180a,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,4ddd2d0cb238beeed1becfd52043d4fc5931f419fbdeb2793fbfd1b4cfd02d1b,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,b7e9bbccd7fa1d129270da169826d11c60a699995ec99743863eea755ebf9da1,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-250_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,8e03862513d4ec898f78430c14704e5d6e31d2641eb0e169c2078e9841171221,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,2f0d132430575945b6a17629518aaecf3875ad8c528a1742d9f0f8ca18e5c3ea,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,5ee60c613ee2a6d21fe04976a6ef853818bac8bbcd186efbc48e17f796667eba,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,c6b20bc0b5586c878fbbcb03b1639f54ce9d1ea7ec0c3cebbda2728493353c39,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,c9436a7fd358bd325ba8c1d58cd938704f6e38024a33519d11c06c7efd3917ee,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,4d179031b8dd3ef735296f92d401b3af614008c2a8e0fa9d7fbfb219c5c03c22,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,e9544d0bfceeb4a41d69b5fc75d21793fc7f630aa6673479524dad5d8242b336,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,7b8c1c09b04e5439cd99057040da82c483a58d3aadd09e5818c6cff080a802dd,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,08e559ba6a11e8d80b677b2b5f7412b6b230017baec502ed56850e34044bc87c,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,80da814a0f5709dc2ba82e9bcaf175f2bc0536185e893115fac9a046e704a365,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,72c4941c4cde22133eed965248021552ad66098992c503d788ade471293fe614,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,34a7e78c68d0680a09ea98aadf765aaa79fc9b8ecb760fa7a301ac69843f8314,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,c3137ed768535b2bdcc5de6e61fd6f75b4f5850727347331529f8990290d2353,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,9d8c516541bf6175edee4559ee6801fee4ce85f93c90f0a3c6e4a525516ad990,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,becfbf7d4b78be073247a24bed000a4c3287a3730d5bf4d2901bf29c37fc4bf4,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,77325941759fb3551661d2d32ba2432807114909af31eec2264a2b80d60a3b79,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,afb38959b1054e46f1d950723a5ff11cae92d32ae950de8d2a66750ce458a9c5,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,769d7b32a8696a0cdef544862677b7579cd296a77743b8795b50defa0abbb0be,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-280_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,77d9aeb0adcbf077338609969837fe12bd4f12afc404f6c0b02e8ec2bf813eec,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,da21e6d7dfa323a1271a4b6d2edb6f239b7e094f02ed4a7095eee103e33d759a,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,c0c4e4fe4fe4c103a7c733f2c102e273d97387cf694ee6e39153d0bf25f499f7,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,def0d412316a2c237eb299f6a38244a1c4c37ff73aa91319fd46badb8e545f4f,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,8a004f43900df7f2b3c57ce6570f52bc4712cac87be09400bd39c54eb6b54a4d,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,331ff2ec3aa0a85c31f3e63cfa85847494ed5a1578ff34b3035b2560b19cf22f,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,960e3ed258f25e317ee56a005b0c83375bbe03e0ac0eb62332cd8a85fc4eac88,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,1c5f78a73cf8f447a4171199d2f4e1db20da219e74b7e8bb3bd0527a43e1ed5f,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,0b08a9ca45d8bcb17cd20719d18c9b5e64010be70ef825c32cc4f5992df85307,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,085fd7ff15e1e0cc0a7bb4fc645063092561c715f5d0b5281e3328021a8f19f5,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,7714bc12e97a0095c7cd463c64eff993e66b12e79f494aa6a629187d4e2e4ca5,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,0038d67daf882913487854e09e1a2846fae57865142a80c91481fd96da59b50e,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,53476f6a93e6ee78df26bd33f80db8ceadb02321bdafe1dc7cdce94e2c9dbe2f,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,4d551fdaf84c8a941eb03123a8cf3e48e8a16efdeabbb7b23631b3249f6c9745,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,2fda6574a870035a558017790e682ade2dc00583d9d59b86a90528f11568e799,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,93d6fa4b6882364c4dc2f1a4f38423e3d8701969db15a798ade0769be94a7fe8,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,b7d395eb5127724012fd3c73ffac9f9d60e2d6eaea752dea56fba86d9b7034e2,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,543ddd53382657348eadd08c7b72f4850c0aba0557997e6b0071c44681eaa9a8,,checkpoints/models/C3/C3A/models/C3A_lopo_NCBI785_S2-50_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,3b2456db0ebc8e86b8bab3e3b3c3e2c7722ce9562b87e7450ce672aa9b8d3af3,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,bedbfb82c62320d592a6fe62859acc85d342919d831049605431b04ef132e26b,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,99c9f539dbd54a51fdea7fe9d83b6b803bf8fda52c7cf999071e1c63a285c444,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,b4870eb0193c26e7fe74bd0ea158d64eb4f0d6ee3a9289946eda4a0ad4ab7359,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,85cf88c9ab62ac9fbb4db62fc874fc2678f79ee70490445a329d32eae11f4ea5,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,c46e780e8210dc83deddaeaa7c94f34c5b1e7791a772944f8a630096edfab622,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,1ce2d399428d67c688bf686bc62a4c63966c00ca2045ef1a3a11bc023c9352c9,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,ae3cd17b4c0cf1593674db78eafe784798ee16f30034389c51ee1baee3be0260,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,58ffaf698b0267d83b0e6ef263323c829dac2eee74bce7414dedf2c7dd08959b,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,6d906c9f840809ea722859621d2ca737a74a62f7d1b613571e16a455301eed82,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,e9eb4f710cb470c76851bcc822c30f1e3e4f9537619593c70215c030c0dbf8b2,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,3ea6ba3ffb646548f85fdcffb4adcd79ff5469c7ea3682f66da26902ef7404a8,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,787b794c3a7960305499a863dee98576f0d821c228281ae3528f0ae9912c6f30,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,1d45828d773fbdc60c5d5dd29deadfd1fc817a9181dd0bd4252ac641b0f4bb81,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,8d788c0f7014317379e26d5f3bff921ec151fe010ab64aeb5280d18cc7dd8b3d,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,b3326a457213298c70bf824623f928882fe4b3bce621d5be97efab3ac73bf465,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,d264ecca971c39204aac56d53a8db6e23dcbefdbdb3bf28f048f014b829f692e,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S1_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,7babd671330bd7f9a225f30bf59247be179c639f69f36af5c9254446a54e851e,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S1_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,de04dbd261b44838df48d18317a19b4e3f4e70037f4d14f4c8038971e9f80b3c,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,1b189c2fab09d9b4703ba79d7f840f7e20c04b27b342cc0682aab0388f2b221b,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,3651bb476efab82e373cb48828ab508156fd50ea8572556d791937aa27d02575,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,b5126dadf671527b4fa8908bde4977a7f0d9434436b4ac545b9d8177c0e985b6,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,f6a9dbd81ecd64ddb5abea756e49c9ca975f828a8bd313e34ecdee2a0adf6f03,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,122fe5e5d18b9d2e2c04eacf5ce3bef2d19cb8647b41b15366a8f5452b867ae9,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,c864305ef506a6c128dda749d31e0459ca321d3e12b03ea81c6104cd0c9db9b3,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,6fb1e7604960566177ff7e2537809aefe1d6b303f66b04c2873b2f0078b75864,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,85c48e749782f2d0c4daa342fd87fc9875d925e9e1ee00a426677feef34e3a70,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,44579b0ef55ac96a6a7739c5b4d28d95eabb8f4d7f5795d462e2a111e157acc9,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,1b1778a7e7335f19f4b241889f03fbae5cf96169beb7a8d88ea835332235062e,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,5623b7f44f9109e5b01c1cfc676a7c53909cc23c38387e71d45ad7d31ea74ef8,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,7a9b96c67f73e6d898b8b1d836c140373bb57650a4c99744d8f7e102962902a9,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,a89eedf6be46e780722473832671e9666166b5276a4bfd1c831368c80eb744a0,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,a189524fdffa5dfc252360063c20161418929b43c245d7e4fb77adc80e3b7c5e,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,793ae4e431ef7236b47124a59e90a5f2693776e1eb1b10c031e0637bca3801ab,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,8b41a3312f1a3c7315f7af740de26ddf709659b7eab2880936468a157b15a7ce,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,46cfc33ba51f2d164666eb03d64ae5313a85ee347e78c22f024e0d9e93084867,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-250_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,1203bc76ab46426816e8368f60c073cc637ad814c26b2784d90f6a7672b19b9c,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,fc07308a4cca24b26e6a5099d3880e669cdb6c9d2927c4d610bfeac8d8c58336,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,d4e7d7b385fddaaaf0fb6c540bb0a5c6746aea1851a522df3397ded3c31cf022,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,9a6e26b92376b6dbfd1c3a7485f3a716ab08df77fb8dee96f00bbe3f7418668c,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,54727a35a2f450e6c934a15e9cb8ca79a13abe50cf740bf90b4c1c5e2a89e2c7,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,1564f0f1168f1f2804249da40100bad4b600453c8a362f9273a6a51d0cc7c7d8,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,e54f26cda6cb318afca0eee670a06dfd2fde37f461f2ada6616250fb15b162cb,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,0cacdc2718ab8ed142656285cd48e24575b97c9543e55d9d57653d4574c68cc6,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,49f7573ff664764eac67346a77a9cc16978822d5537d35581ae2e9015889c058,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,f27c5713e96b5ec188ea01bbf798925808d134958377d5c8c15a6d1f59cef409,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,f827bc720df9b4f44b8f570ca58f2cd26927c0af9e7b3601efcb50d3dafe33b4,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,f4bc272d25c01e640ae8f6a0b7299704300dc5952f316dcc2dee1e8a01be5676,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,eea14d9d497919d221ebb6e1bff813c224b61028364580353b102c80c4582e38,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,b2ab4b8aef676f9a1c0fa44dc4423e5c538a8bafe986beb7cf641b0b7f7f649b,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,36d4882e196e549a61407da688f02c797a69d6c1c2bc582ddefaea33fd4d92db,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,2a135ec0f2bbe6c27d47ba6f4b3a62efc32353100b516588677b2c58b4625f5a,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,d273a6bfd3542385626df47a1c767772aa82cb0447b08b79dcecdaa3e676444a,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,9ce6fe9d6df862079c065ae8d9bf9e1cad4462e47b259818aadc91a5fe33dc26,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-280_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,9d79ad8a70aa13a11a40e7bff5491eed19bcc37db430abba12a271ea0f441123,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,26b0a6d1b72abd4aae6b4544b30ec49116256f0ce3406b54b2e3b7fffa9b4196,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,f95f055f5a36141a6cef47359719c473e383c6af39e4d5522e8d19f720af5449,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,249726041f513be56eabeba39f44c559f45856bb7586542dabd2cd2b4a4ac0bf,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,f230103480c95142e44559eff903a63fe33123c830940761f0e14a99af7ddf18,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,1819eeda4c85b95cbb50f819d9b0bca75e964c19f865e715d3ed1e2689316cac,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,6610fb0a3878677feccce02f469439514725ed9653cb3cbc7f854591c6c40ed3,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,42d1b23733d64acdbb1c4cac7693a184c89ab912465575cf8379f420f3cde5e3,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,7d4deba8d51baf7584cb220d990d325dfcbe08e13ea9eacd2d7b5b2cc728052a,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,d6d90b5b2caf427d792cde8f617be3ff48700c56a22135f7b1edaf38c273f936,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,4e0f77a404e0e5e493c8726cc0acdf148e8e17496eda8bb718d9e5efe43df596,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,fcd23bde5fb7ace191da360e155812fbbd7eb2ea9202d8ea9aa79a64668b0190,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,3bd3afe55657eeea3697c7dcce35332898692d05507b43357fb65534ccb8129b,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,a58cc80d52e976cb959f1847258747a1e2c028763cebd5d5dee51fe6c749cd01,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,44603f2a98a1638d2a7e2f2b0b4c5bcafa5435a3cb6ad680f315bdb7238aea1b,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,0a346f0de959ab8da4335d6a52d4e8a14b3814ee36dbe8c0d33f88657d47ebe4,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,95532265ed23437cd11af53c8370d6680cbf72b7d141f0cf8b6569d733e1c71a,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,82c42bbf171acb0583e8a41089ea7eb6699a15d2c82d98b1d8e096cbd3440182,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX95_S2-50_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,d03ff285bf63b00107f48e859007fad47b2441fde47c118b6d1f621c86092816,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,2c2ab707d3e06bd1e27ca41620e58b61879357ac1fcced01c4f8f75c64f435e1,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,229ae737cba03fba5b2575b77f509863e2152ce79f97bc3a413637a423310788,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,eae7645155e75265db8f84392f72f58c2ca7cd910ea858dfc17452f49dcfeaf5,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,47b728b06a97b8d2340a79cd4c734b13afc934c868eee26390c80fb5f8110c21,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,5a7ab29c3277af7dfcdd8eea8f40ce4c02eb067124f16cd380d3fde89131b859,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,97da8b56ba73021c79daa79a1f7c75860a2d5c990c9572218658efda2ea19328,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,c3352c100aac5bb29f83ed2984c4e6ef5701e5a60bdcc0f69d71ac26f7a4293a,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,68cf950e1b35b6a1d315c500ce440c4a42654e7a07e8cee91c506c2cf6a909e8,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,3ee27ccd761c6dd7037c6c0859554b5c6793c50018949bc4db66020f3551b40c,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,1b576ad2576e6abe490925b489491152c3af701ab0008fb418daa33e06e48a34,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,041250aa8808b03203fc0df7c6f2fd9643cdb0748254134667898930e3268d83,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,88a48c2795014fb4eb183bed61db6045b6ca30290bedd7ac7620e985f26e65ea,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,58e0884bace1c0e1b79d1e867efd43a93e668b904ee25c438a4c2632142eff4c,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,7d5824577148f7342f2ec9ab0b430c5bdc4524117960cea92cf77fe27123ba96,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,ae1427dc1d19c6ea32832eab0bff7bc4ccc8fcdfeeab794cfcdabbf4ba4be810,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,412e7cd6767ca7ca0ba8a78ea270144b78045f37520feaa071ce6e7866bdcfd3,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S1_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,bec8c5a3876db6b7f35b5eee3b302a0fcf4a4c0d0c1186b3327a06b9cce1f4d5,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S1_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,b6ecb86724f52896d4fbabb2a94831fa24c90040d9469c902c90f6e3b81fcb29,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,f1e4aa341c15155572b4368f2df3df2644b07cb368bf3600d77fd46dfbdb8249,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,163e07193a4dac80ee287d6b1eabe8a8802c1cfeda4a86e3ba8627002c6c3841,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,86dd057d55d266c9d5c15a5d206a301278d08f645e93840f87640647c049c7ac,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,07e21825387a2bddcb6bce507fcf2a5c4cb10ecf1793228b846f3a9805c24f55,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,1494e709b9cc642406ac78d6872c8fc3e7d37c9984f03a297fd23837eb4d475a,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,aa3698d44162e973719e145982847195979d22b33f88f236f94802c0f5074839,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,ed96c3e65d0537347aab12c1ca2c39bb6e7957cf8cc25ce65648dc6e40639c0f,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,cb56d06914db05574b8491aaa5f931125d9bc722c445983609c8b8ad51febb66,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,bed73928190256f1d9a50060bd379f4f07815503ddbd8b77669e8ab755abd5f6,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,086e181b4b3d2573edbf5441d64b134aa22744c5073b85ab82c9540b0f985df2,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,f6b84af6046b179e79feb21bba2a97fa6446ca5d3069211253922c8ebadb950a,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,81f461f91488367fb7b0eb2e485f260f8de3a638294b0e2fcdae1ac54115e51b,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,205f11ae4a1c15d3bf68e7da94173effa287983f97b8a48448735969b45a9c16,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,0190d1c8d14282210f9cdd3d8f82edce5f177be7e267a9dde58ab58cca7510e0,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,2618afe973c42bd9dda71692e1b83fcba0455161225a22c96283939f7c0e26c4,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,907c8b5061ec25944c7584350ded5794edb2c053bf26324083425c97669b3e30,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,7684e58b994fd25bf405561c6ffa6226f509b6fa66aec19f545d1280819bdece,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-250_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,cf1a7cbebabc3dd083ea86da9b1cea6a02c221798e0121f21bf4c4bebc609598,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,2e8a4f2537b361766c55d348939a97ac73a736a036bbbd1f4a31764c9aca3277,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,a391c286b8ec0e6dea61ae6b72effb53ab8fb417ef59c3f0e3fcb09c30d05ea4,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,456ef72f354ea1fd41c787c7051e2cb876729e5f34a35e632ca3190fb944c35a,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,67ccb96c96f39e0f653beb66f9151ffd8c697ffde195aae8ad981947ee6a5887,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,f3862173d6cd343a607ea107163b135df01cfd214687fc92e947d1186d10a7ab,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,b02ebfde9524c10659c80a2ed389c55496ad1eec40effe90d7218f9486092374,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,cf033cdd4c49fe035fbda690a6880b554f940b027ec0c3279c1abc85767b6bed,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,4beba1495878142a3342d077a982c86f760fda36e403fd678976fcb421fc8037,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,19cd19596f0a12b3aef0334905acbdf6f76701d3193407c82affba4ed86afac4,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,6c3f5b1bb080a86910751c622124c9c40832723d57a3b86e8f62b649b845c8b1,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,7bc2d648c67144a72314596512798b24cbb6194288f005d613e1d6bddc89ef24,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,719dcbeb27d6ab76fd9e9285f89fff71413dc1126bb009892e32d0cd1fccd536,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,f2ddb48f1377323f4afed3efe5eb67a4fbb8d3ea6a8ed7bffa48379ea4ba5ddf,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,90038e64499cdd1a17e315725cce731007c51e854eb6d32abc81223e9ec22de9,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,c170eb9b2799ac31b151da8b869d581879d6611593dcb89874fc5c3d11b60c56,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,ac16a61f44e7c8e581cce001dfcaee590173c2355c524c56161fb11cca91d393,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,a5ec5fdaa94ee1d19815215400eb65ce95ac97651024a8dd7d681add6585ba9d,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-280_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,7363738302883e362adf98ac39b07fcb7359b9c44003ae2b2f5bfbce79ab4fb3,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,056467d0c2ec259be659305a3ef6c9e29b3778e0f122f2264c9d8c9a4c0ead7d,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,00e483a79f0d4f9dbcd148da3fc49d09c3546afb249177096fd0cf732242f5c4,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,a18914c7e24cc079bf306a072a3189e466d0de7de853c218cf79063442ab2993,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,a02a729ddf8562e3147f6810659b88aa9befdde270ccac780b5e6e5a9ebf17bd,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,6a438febe4c83b2d6dc6d5776a81f15304255517166cb60a1042b1233129d5c0,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,8552d9d9c7ab8a5e89d7d44784dcb4bde163b4cb9a631cf9289351cad9294318,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,52ee6977b71fe9d17880e9a2845a51880d07a6757d07176e17eb893ed52b4e8c,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,cf309a3261a764111c6a5bc46bafabe3e8360ef13b6df59dd81510935a13bd62,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,13ad62d54b6f2aa2767ed675da680357d2eca811eba66b2761515f85f2da2bd4,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,faaab7e51227cfc74f69725c1cd3e406da5abd30faf3dd8d901b0c2f9c4b776b,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,de6309c3067c1e8bb07b498d66d1a1f8a0004f0ed6bed1647a0e0eca02833950,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,10d31202b75fa14abd14669b9385ae92c51f7be63d3b2e335e57ba428a3875ab,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,8f7701ed75bc51aae6172b54de5b3ac2921ec14373919198eb62534fd5e2001a,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,7fb88639456d32ad6af82409373a2ec022198f1c52b6c6f692e2d7de36c5768f,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,e570e69213c597f257e1aca8ca7e8e59c827ba81746f57e7eb2b39533ff0605c,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,05b92f2b5aa78d295c9f8d827a3feee7536baefab80b1eec643fa5036726bb89,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,1693b694cdeef0f68f6b10e992b49d2ab1c43c27ccb75d48379a1de7793e039b,,checkpoints/models/C3/C3A/models/C3A_lopo_TENX99_S2-50_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,74a27206ffecd301bcee47c107b0c7b955d1daedb0f6762a2d13fa1a5c095e1f,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,adf45ff00ea8bf0d289d519a9c5adc3d396f9a8cbf727b89d531db38b9a83452,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,3ef12b553b981bcd421e14ab3c1d9d57665507b916b89394c8a6a59c5ab7e030,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,82bdc81908fdcfcb1ab30a4fa3cea14b230aa6b034a071baf7234df7f19107bc,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,d3c1718f30bcedaf12aa5c058075e7e94104acc8bd45a02d677cec0e4bb031e4,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,e29d66fb7b904f21a881af6144b330c1b715639426aa863a442dbe92b572d055,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,e19b4fcce0ce9a653cdc680b7241497527dfa22780dfd81fd270839332a231a2,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,384e8ee538807a8487b8e5dd596ad99c9c8629ce4b63919524264c0fed5a3c2e,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,69e2690791ef2fc473af9d258347f7cd673cef1ceebbccd2fc0a360651748c2f,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,44a7238e5f2b5db645aefe245d163171afdb9432e1d4c13e8c8bbbfdf987f32d,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,8e508425b2b8523323d92d7fdba8ecbb61a29a5dc9bc8ffc9baab8e4e211be83,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,bdd6c4ae652955536da6164a51f13be023c9f67311d18958e5a7d4e90848e5ca,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,855e689ea018c8294c6d05bc438db28c02b411fc610e80dac7d014c6d5ac01df,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,fbb47016dea7f87d545db4213cb23d376537ba37421173e5f5f8b6e0ccc972b5,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,4441281376f40a9e0f74632293892a0afa227d03fe0460d1942a7d2a65b0b92d,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,a08deb4693bb153db0b7e80f1ac8ead88662de8e4bf418d5680323691fba7c2b,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,30ca7a2527526f12d1fe67d106990071c6999d757c22ca812aaf351533d4791f,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A4_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,fa3d11f3d86447709b3dbfa5593b2de70b97e90fe4f045e4f7fc26d8c9efd386,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A4_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,5821d6c903294293bdbc26e054778ab6112634a907c874906e994e5c34100041,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,986f147547b82a293eba800cfb8ef30a9fb7085045b250055bfe80027145cbcb,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,4c360bddae2ea2fb2b52bcd6bc9f979ace82f507a06313bea175559d32e6de4f,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,9624aa8c41b2211ddca630259b531f53e84d0ed37438016ce9a016543935aa01,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,e9da877e286bff6bde9b4e4b3f6d50d062cdb43062c52fc20d22f7cf4547a302,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,e9b0cad6001cf38158ef21765193430ce09f8cbce53507d529483d22fcde7a5c,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,a8a05c9bd3fe5270ffdd6927073c6830e18aad0648d0e6e19404cab122a44854,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,ed717474cfdcbb40fb13640f89d976fe0bce1875e6ecc7101d38a4c40cd3e323,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,20761861ed41757841b803cd09f753221e5544f9286f0248d96e249b729e869a,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,f9ae3e416d5f86218a377acbb7369004e98e14b5d83a8f85d6cd244fb1b4711d,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,85b989cef6d7142cf39a8909d5752d6bac58f0491c7bc66fad7709a8e00aaf53,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,ab233cdbe94c779c622e6172c0ee5ec3c88a8d1ebfd7dec7d25fb9c7cd396e42,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,1be11ca5e3a0726fd8e392955c70d7e3d08879b0e3135b0dd2f6da0c66203135,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,83f99f6ffb22bffc7b525bd22a7d02b366c561f5539f9c9acb3d62470b0282c9,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A5_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,bd0564d2ae7bc068b055d060ad7155677b7796aed81ae2857f42264c3282c8e7,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A5_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,907569af2b7c4c9c12121b71c89d5f05d0d753ca3a825f302278ee3987e69c9c,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,f1401439e9a2debc0ef65243ab29dc06ad9de33c06a6d301084e842b6bebb65b,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,8268507590fe999b4281da0f7bdc836a5c0ddb66a218585811704e0ce2461da1,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,e3e8372b09574debbe389c05a8ea6ec7d05852629822ed1781ef20feb47cccc9,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,1aab90139ee4f06e2dd1e399b7f657d0767af49cf79c9b669c4837b4931de4e5,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,9fbf2b47bbe28ddeb3d33b92022f7a2ef12866c50a20182f9f74c1697769e9cf,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,7c0f258fd68ea5cbf4a43ae879b335431c6cd3a4912d0e19bf3eac3c92d71a2f,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,52a39709d5c5952ca7c3464cfda8bd1c3d0f768d617630982fe7c6b5119a946a,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,71b544fc7cbcdb8ede5577b9475a3332efd8ac7d06492c875329571a103a91b0,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,4533616e55964cffc4e29859bae7a9256c83189995792940da8be54581fd8f30,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,fba52ec1b36ef7f58ec6df11233416e94a33ca88fd2d83d2dc4335c47bab43d8,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,282183f737f7e087ebeb3f628c79cf3f1cd91da29372b1c651075f93dfa092c9,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,9cca82ebb774ad7702f8b37c733976372695d9a86cb9cb3f659553d1e982b7b1,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,db67ba3a40a04fbeab4e3d0d15a203ba7de243c32917d1a52a02009c5269e110,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S1_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,e346f5f768e75cf48de19ac81452e72ffd61032616d15ffb0b5c14dd08efc9be,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S1_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,51a716ca98bf40f4e8c9437b92982bded267cf4119c879d91b8baaad13302251,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,f148a4d550939c8d38aeedcc45a4d0c02f7dbd3838e52585ee9fe0bde31e9bf3,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,89d02520e29b3adeb8c302d96c3f5611f3a3cc11cfb6fedb8a24094c8ab0bd93,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,80b15f82cdae81a0fccf7dd92d0de8e3af2a347946be780baa8f7f6d514ec83e,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,2ba4b625264d1ba72c005690b346ce7f2b84897382cea3ebd4041be834884bcc,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,2277ce90b5346d80d6c6b6bf9862774c93cedd639e315573cd9b9308431dba83,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,ef4d8714d9ea4a5aa6822878abf003511e915e97fd74e71675c0f2c43cd7dff2,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,d759b6f2bc4a8c2ee01d2a5dec4c1e0a17465fa8da46c2328412e2b45a5071af,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,689cf4d23405978afc8d95037f4870a2ae4cccaa3aac86f6b4fc6531cdc6b269,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,c2b9338885a22f5c2e8aa87be302e3b0079baecb6e5545bd411a443bb172c406,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,749cc90c0640b93380dc8f728b6645cac62fdc7066dca12e32a8e81339ae2fa3,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,66692d5c103eb32073b99984781355b4db5ffe67b9bec57046779e0be419fca5,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,77ee47a8e1aae2cc7f8ebe931cc8463e8029144f421fdf14801d37b6746ea234,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,9461712fa7b26a0c6a8ce0f59e11d78139d2af730ea57477096e198f9f69cdd5,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,f2fc36210afc06741cebae78193f77e1f5f7a763f1cb01317fe44aea825ed85b,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,1d37d62f51c009fd1f4c06e66086c6fdf01ba370eaf314fb792e543e70f9f227,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,2358dba3f0507bc5c185ef26cfae731103a5cc4d98b5b95938c5a9a9cb59dd85,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A4_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,2cc4054bfc90712260e990e4f888131919c5b8e2d0bf8da0c0a1d8313275afe5,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A4_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,119e01855131a9f3a48e0e973c575317c3fb458ee8cbb5c92fd92eb84503319f,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,259083c9d3e8218f63c8d984d8ef44de8f30a7fc5e375e9c44323c1ed2a361dd,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,56f076a2840d4b4bd66abe2d0af9ddb090f444b5bd8f6262e08c87a6492ba7ef,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,19ae5a5c849f2279e2d12f458c3b44565f6ccfb9db4ffa3a180de795ce65670b,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,715e89b21e4b4afe9692a26010d97407412c0b8963ce6cb51276f4e058a080ca,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,503489fa4e09a815b11ed59e01c25247ddeefe1ee95a9f09c471560169e0bf21,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,b3763c653aab6ccc0ab7812c8f245856e5a5257692df7335b368bed1fae73850,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,f03868b87ec0efeba8875e6ce76ee9c1d90baf10d9de432de2e60c94f8f9dff6,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,17cea25cc519d707e1b1f17155bb88da3247e839ae68ed077cd850c273d8f969,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,93a54db4f32fb4be15004293bc60c407230365ec557dd979f34f9e08385d1311,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,dd4e5f383c147ba44afcb446e545caec31ab90cb2a36b1c6f7e055397de03c3f,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,7f4786af5d705b24294c647da846a45c3a714e072de5eb2c6fb74097f6325966,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,29b0a7d2721a4413f4bea4e738146aa30e5985515a444ef3ae32833452ea5ed0,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,ba1ef3f9026eb6c09ecdc3d359be40b8d92422fd42f5af161d59a2fd94e1da8a,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A5_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,efaddc2e8793042011f92566a1cca41cafbec7065e905b7a6295f795da6d25a3,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A5_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,634b087894da35bbc94fc44ae206270dc56022a2d8f52a8b09967f5bce74d66d,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,d26f638d1a37885ae3b219f34de60f5ce454bea0c82c2ecebb9caa2640e4f5ca,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,019d959dac73f9d7e1c566e837e0897620af56c4620af4653a030c9f8d072878,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,de55f41f9cccc727a2d38278d7c7f912569bcbcdf236ff63f451c61dbea23265,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,a964297b705712164d7dbab4351350c11bb8fe563b4ffe44e8300df32d0171c9,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,8e1115b425905d647ce5816d8a9d96369c785041ebf733f8163dca985031fabe,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,890cc629ba0f4a64b18a0ea0bf5173ca3a8826c2a348406e25e22a9eed6feff3,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,442baae189d88cf3a345c4c695cbeb5ae7302c90f4f1c15972b1cdb3a3e6e041,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,6b358b744c85fc3bea7e90483e4f2eb39e6f7f12e369facc9a82c34ee28fbd66,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,c300e765724e1b6d4904eff6f6ce7bf72ab38d569a145eabc1c8a8c7b8b0234e,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,dafd2bb468d73292a0fb38ed4e3f88b1a41a7cd81324e4e52c9f3b41d3429318,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,f9d145d85e2c285ce9cf9d99297802130d0fb838c4bc04f018db58ec4134e204,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,9237d10c0a374918c13a2734aa556837e10e34856d620a897b0a97da30b6f59d,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,41cc2c19eea6f8f5b4dc81b5b4c67df43970d8cec0f1dd06dd0a96d3894a69f5,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-250_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,469f46a8e6beff8a689c8dda962458b1785b72a12fc488bb62ad18ebb2e6537f,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-250_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,216f67d3308182733c72bb75e46da9d0bda1b92f899aed66a594ddd0a824cb62,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,81110ce8b65991b191ed881f9c4931d3cd649229f47cb164adbd4a3ebbf44f5e,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,138b10e653ee898f79f85ea52e1e9b82ae23dc0155eabc4c38ac93d5ffbb9d9e,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,8d0db20ef1e0bdf88c3e6b95e42f6dd94d898e969d24872f3c9381306d8be4fc,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,8574b81311f5c2bd9412cf4391b09a1b3973889bd08da4eb2cfe28a43dd68efa,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,246bbdb64c98ba2bc3d73ab8412cab6c2b9305a499b18b0780f368b3bacd32b7,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,47e950ddbe32001019c38bc4999632abc61d7ec3348d9d43088f33670331a217,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,41903531238c4ea9da7a2e37e6d977526fcfe63c53a6ecf683a14ae1fe3c374d,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,a421a0475df253494fc0411ed38d10da5b511dcea6348377a2626c19b6d6648c,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,dc518000da13e83e626e5af1f83eed74a644d7418a3ce0eb11edae8958d59e4b,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,398f69e8dacc5fefe86d81dbbd9df54459c55f32d76b997ed0f3af9f9ac11597,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,d370e3952a3a54ec8f580419b7e1d6f164a802e459302f77f827cd10238e3f06,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,c22fadd07556d93719c23a77500f083512e41489e0efa4914d837f4333f6f516,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,9809c116bb9f35a6404eac70b6f8e8364eeca49b68d7bd80097bafe4f7a66119,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,04f5664f77cddf61e2c89ef0d368ab968ccaeadcbb50fd6d46e06b961f92bcae,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,42dc21ef5284bdcda9cde1a378dbfcdb55bc34f10aed9169f5c29556b0ffe451,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,db0b902208478bbac56550155be95999c8a390460e97802aae372746ed60a376,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A4_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,909bf7f1328423c77e6e3bc60fea5c5ee19865ba08a9846f5dc4a422cd45d912,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A4_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,d6f90880a0941eb73a6735736058b4d7a596c85c8ab6ff30e8af99f835b4e543,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,a5d256e920a53a44b5d5f9cb975a4783b4bf8128c62615f54532c4c8df9813fe,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,9b66cd1cca8683b3e5f3f72962c34b23e036aab28da7cb7b328fd699eeb5765f,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,a455859c4df6b654395cc19bde873029241a0f6158e502c3c7365354ecdd01fc,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,2068b3b2c33d2c6c29eff3af616e05518eeffcbfd192d973d0e9f2958a59d651,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,76c1d06c6a3e25aa68592fdba284b75cf74e6008d0bb4c5b295a96fb590a3d68,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,14f7789d8a3332ea42e4e939cce883e2d29410fd1bc97291ce333abec3ce6acd,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,82f3fcb42a53eccdc431abf4e7cf28d4f613dfbefb1508c56def7a0e7ba0204d,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,31b25495ce8d6db814fc26ad554e40e822ae8ca06a7b82924088b7e741aba1f8,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,f5767cb917c4529d2a2c57caa1dcdd97c8ed4918a442a2a57066c897c94dedad,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,e9319de35154407ec771e9eac8a5f1e42d6776edeb6206ba95c00dc05c460364,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,86f7c71f08eedd63fae2452271ecbc82de5cfc0236f2ab7e3ddfc0c232fe54cf,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,e631a75bbca4b233e2ba9e041d5b46714a9d16082de43d72b556fad03d4a82cb,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,b5626dc752d65b358dd51bb7e838f2f2f928f78ca9cacf6fa5f1c44d21542433,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A5_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,a3478404d1b29a423631fe14a94c8976156fc6fbabef66d894dfd5d7680cef77,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A5_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,e3b85b13d19c9d41539f59072af579986b8318a83601c197fb056febcbd0abcc,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,2b9c5fc9bc1c7ba04fdf6272a3c84035304cfe88dedc1a251e3847e328c3a051,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,f84e9990485ae928097fa6204eac61486d924b90a8ba8674346440718649db37,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,e2a5184589279c37a2023941939c21951d1ba88a129f1051aceba9417ae38d22,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,c6585cee68cf525fd9ae950980bcd75ab79b1eca2a25ad3e04a27b65188df194,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,958df0e8e4bd477c0231b1850777ad49daeae32c6d5454358e1e04d377ac8668,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,7866ed6a0bee932789fd243aa392c8b4d15758677a6613da7b467cbf31d53224,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,34206178e2c647ae988db265f49bb16ad30c06abaa19b5bb7dbe21b14db5f9d2,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,5aaae012db5fea71a21b9dda2eee33c77b1b54b41ba9f86bcaf154e899e2766e,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,2ff4ae72e01bf212ae78e12ddc3f997236c8584ca44526991f9ecf63030af546,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,765403cc9004a7686e830b2b607e6ec6da917806a945e4c95337c92b85866db7,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,5811757e810eddd8404b421d482e932c88de21951d594f9d0d974450cfd5c78d,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,a45d74332ea7aab7ebfb1d578f4b90c3e0453029c3b2984e80e244cfb88df7ed,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,e5e460d797ca7c6918c66e14872bbab8e4bbe172ef3c9a07c849721a7022d026,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-280_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,58eccb2eb7a03cf97432eebaf15211f9153de1a51e598f89e8bd374199f9881c,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-280_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A1_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,96400b9ede646a804716524412bc16314fb7aa88e18bb15c5d9bb32f1876fe47,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A1_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A1_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,3571b41fb1d9ec39de672fb1647691aa54eb2c9494d6bbabb0219e88f106be74,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A1_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A1_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,f627fb956f1388882115d3e873a14e12a248474feaf8557ff21246c0ddeeec2b,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A1_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,2ba8bfd54e36582e02f8d09bc623ee8302d98412270b9b4d2207c1e594e41cdb,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,e87f07c97aea6acaf70c1e809749ef4cc0f22f8bad053446b758290bed9766d1,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,6c40e0345a8e6e722ee81867d2190836a51aba3852f6dda7c92d56ce870813ff,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,50381f377f741b1fe1f534395884ef71c34b7c6ee1941ecadcb66388a52e1958,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,5794411f6d6559311097a26f9b00380c19f82ccd79dcbb950b6751ca482d34b2,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,b11a54404e24d839de81caee498d50a4881f4182be23c6036ac7277761b9ac28,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,dc520741b59416fbbefbc0d19419c92289a9269436cbf16a6b8df118fbe5d5a8,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,3a16c448cef042905779aeb129c111cc84a552520afbfce243997a4eab288697,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,cff0b082955c1b7340b53a719dfd455a09a44f44d018a47ea7521dfbc21aa396,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,a5f0d0dc2e15f2cde7e1f1c3d573df4607194e595039bb07ab0e88ce9f67a63d,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,a9bc762a17fb5f10594ea8b21fe0679b76d5876a6329225209bdad15d74f994f,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,7b3a6dc2d44284737dc46933715e9cf8bd9b7fe59dbec6e569903b61241d5f71,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,4a8c0479354363a07ef18d73500f39e9376652116788e92efe9ee5e1e7921d13,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,1937311dc4602e0a419ec577ee303c82d8272a7cde6ada82dcf45fd29d722ad4,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A4_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,d176937c46a6964e4458544e556e34a90ec3b247d17a7824495ce163207fda2f,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A4_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,041e6259a8a5c3a2314d92ee0a8a425d2120bd0ad51fdf1107833bba0d71cc73,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,b13507f3d6c29eab0c9021de1844b7112a0b0ccd1ce127a6ae2fb9087dac1d17,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,52ab2558a702edbec3bfeb7827f86198eef5e32bdb62b7d2e39f07a6412ab2d9,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,cb24733da7122381a3c53be58d1ffee48b879b5e27541a720057e023d9f0dba0,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,7556e5782ef73f952bd739d042ea0424e13774d8f4399bd3c8ae4e5e3da764f1,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,6b3d0d990fe4c0839ba85c475f192e2a79716558f984ee46565c2578b089a882,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,49daba7a1e95e0b9d2b575bf2e237be78d387f2b28334e7d972b1b2347b14018,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,0fd1220c6bdcce3b0f696c1e75d005fba7c14dcddb308bc9290eddc947005c90,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,e41137d3e4ee81706212babac200f262b4c0072391c72b17a3742c357eef06b3,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,b58d7f7706d6c6ccb268bc01ba27a564e17aeb23725aaee1eafc51e616f1d6c0,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,08424bdde08d8fd0a508c0972263b16d802ca96ff005f14151b70a7b34e8cffd,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,8ff75896b7fa7d0a007dac0a1a7ea219b304c7eb35a7e18232c2642731b45234,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,a2671b59473e285d8e556086dcf70588727ace387818d6dbfb8a9e3ad8e69277,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,561e7de997286275f9725fbdb32422432a170f82c72f7fbe2d12c169ca981fde,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A5_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,9e877eea09f37c2bd79eb152d70438a3a7d971d5d62a0d3b8dc632f4f86cb1df,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A5_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,b31953cba3a3583911a7764652603c019773b3283cf701d147f4d1f1e6464b51,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,6ed4171d01d9c90912d75beb307929d1e7e0f4d727c2dbe0653817924fb71498,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,afaae94d6feced2eb313a9deade1e97b7c54f1fc937b8f53bc755ac5da359ce7,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,e637a8c332c876fe9bfdf566ef1e52317bac909a07a79444e26a16f7865e5491,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,b3c8cbf8fc8faea90a7c8e8d6256f03effc5f25886c5b4f23d03b58036c17162,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,eac4dcc916787dc9dddb02f91cea5408604b515b321511db87f2de1256941d8d,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,23303a026aa8387f637ecff939191871620d149ef7454f78cfebef72b25f0a52,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,e337c6d4da60b128878a43582edd9e3fb3580badb3ae206f514f401b46a67338,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,89b21fb279019f4eebe0a57f4f117281580debdaedf614ffb9e492e9e74b1fab,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,a26f3b9017fbe4ff509df1aa5159573e99cee64dff7236afeac2bd3beb9415d4,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,0ac7a5d35ee4fcae5a0c001a9e9fcaf2b2d640ccfc30d2da81f5d2b70812adba,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,26b54e04f49b0f76aaa3617025e6a3731f2deb707d9d78e66c729498247df596,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,a0b3a26693a9af5972e213cd77b7c4d33ab223c307c21e3d4e19a392187eb4c0,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,d2aea6f93df552abba8ed6cc6df4a522bbe285e319b0ab1ca7277121bfa65265,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C3/C3A/models/C3A_primary_primary_S2-50_A6_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,cce847b4577554b8f2c092a08247279dc41e8bbacf498e86450e7d22a41afefd,,checkpoints/models/C3/C3A/models/C3A_primary_primary_S2-50_A6_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S1_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,e3cd4c7538f443bd31de2aa268d7f5bfd0513d4a4fe89fe69d9bca69ccc5bffb,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S1_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S1_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,07194443c0f127593a51a25af3d278335327dd9f74bdece4ba9b2ab28d8c0d90,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S1_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S1_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,e2d3f29357e7c334b74d7e589357b9695b8d5cdc53d1a2eebaa324f45c7aeb38,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S1_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S1_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,7f06c0935a7cb120077ee24bbc76b1a4b10bd6ac8bc0404647d97a3fa140b443,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S1_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-250_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,cda40fc307c7bb610af5b713a97a3c291887a345e96903e0e3ca450e6767f3c1,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-250_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-250_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,5ba20ad0b6fda4d4c3ea90a35058c0d2b0108d04077681969e554bc9b5f69cb8,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-250_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-250_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,684d550483811408e50344e4a7a069ce0b0f76682299cc8e8ddaaa537ce42fbb,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-250_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-250_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,078478ee8f16dc148a682d860307e646c40fa06074490ebed7e81bb5b26399a2,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-250_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-280_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,06b15c774101818c9c85f72f540e3f7e891f5d1b22d1cd792a698845a7ca9989,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-280_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-280_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,bd4f298cb1f02bd1bada0afd59b188b4dbd87c795c08f66895cf6aba302dcb17,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-280_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-280_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,6e1a24500d49ea40ad37c9ad09874a3858e769a6bd6c1987115d1e976554dc9c,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-280_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-280_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,3f8fab3bf860be4988681ea1ffd98886d9984bba36b1bf33adfbd80c188af847,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-280_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-50_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,7f69aae134c7c4d15a7ff5f7b1c56326a4b3b4ba42f45e5a741bc7fde340bd94,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-50_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-50_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,d836820a24bb92d89e0ce4dd67e5553dc9f05e3a307ef9b8824a07b1ea137fd4,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-50_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-50_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,9b9737473df09d24e134bd2b860fa21002889786790333b6ded474f14dba37ec,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-50_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-50_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,b34714c7370b12bf6dc0a2d4eea9fa3023127c5134f255d7cf05bfd79891f770,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI783_S2-50_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S1_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,ca6f0766a6b4d5461ea27c3147ad6bc1b630edef084fc04ad84687461c9b8782,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S1_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S1_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,107ba9b1de564809a50215340f5d71479e7b0ceeca20f5edea69813879d3eab7,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S1_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S1_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,1dffd93adc2fac44fc4fa4789b8c71664bea426e148fddccfa6a3dfe3fcc17c8,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S1_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S1_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,5c0bf4e2a8fe8405130d93ad4ad4cb7b3adcb7c3f149d5d73d97f99b80a3da03,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S1_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-250_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,32aee0cb8ecad6e32f9e29ef749446c5e5e9247f6a507ce6f02f63a3c8a938b5,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-250_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-250_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,1ec9b231727e38a04bb5865ebc309d63fcba6163484a198c6ee90a3d5b0b8fd1,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-250_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-250_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,f063e5508cfefdf70676b43d9055c8683a8420cf2161be889b904d01e6663676,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-250_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-250_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,fa1dfde662d82afe276a57b98047dfb4a51f666440e9c11ed42f9d1163e24fd3,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-250_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-280_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,6edf57eb82445c5fe573e4efcf2356fc98af01604a24b81b880e193109f19ca2,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-280_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-280_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,e7730a0cdec0bdb69c31ed7f7fde284538af792831324f41fa4a3f8c4cb468cf,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-280_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-280_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,793a15327c1698cc37d01d2bd81547109b5c537102f9735fca06b72f2f216b49,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-280_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-280_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,c351a869a8a558884b26724740b6a1ef6c5582e29a89164a148128674cb69927,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-280_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-50_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,77ac0a4e150c73602fbb1ef4ea6bced4b973cf2a1cbefe1f44c42ed737633976,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-50_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-50_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,b4d2e46f07011fa34b36ec299e2d591331284e631f9cb9889e17b281a98063ed,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-50_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-50_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,5f38b4d436f81ae8a4851521f732fddf86f32a910acc3eb769ccba52c7ffc7ed,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-50_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-50_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,95d0fa4f5018765140b348228561ff3cfb4b7c21614e1887fd640267f3a99c5b,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_NCBI785_S2-50_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S1_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,f5ec72b72e6968010ccf97df7a007ae0cab4b1c88841f6ef759467020ef6c416,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S1_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S1_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,62afb13a1411e626eafd07fc34e19aebbd19d3fa0400877953eea417ed4e208c,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S1_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S1_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,cbcef280ab56cdc5dffd12eae2f57b6358551ec82f50eede0f88f076b4117cc1,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S1_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S1_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,2cfb5a9670d9af634c3f92e5052190a41f17febcb4ad70c8181b7e2cfb726fc8,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S1_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-250_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,b2e3b347add48e2e353d8de704a0737340548a26bcd7b8cc69b3bcf5809d71c8,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-250_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-250_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,cdd342c22040e29f44f192bde4abebb7829c08f141c2c819e72e5d3f29da350f,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-250_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-250_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,9cc08af1fc90c9707113f9f1121631258c2879c5de927082f88312c96f94efb8,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-250_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-250_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,cd7360ddebb9e3f3aa1b7cb974381001fc09a3aa0e787684114624335e77511b,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-250_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-280_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,ad0eddc92f95629dec687bd1530dbaec8a727ff52dc559a4e7e21de0f8eeb48b,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-280_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-280_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,0a7c9e7c690216a6ca642ef5d3c8a061e6e7982933b7a016c5b2b9184308bc94,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-280_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-280_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,b8ca564aa4dc766d1d779bd5a9deaa3619528bfbaf13a21e010c6b5bf6baa9bf,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-280_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-280_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,3f183467892b9ec40bde353afbf8f06959d870870b567c0281616195e54dbf1d,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-280_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-50_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,2ecec2411701e6bac59c3b1564e30b96ff6f194f11a222626ccaa0b454094cb4,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-50_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-50_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,9905bb7d3cfd60db96f28cb95c29f42bd6cab99769431a731dbc8a82738193c4,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-50_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-50_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,42b6a81ab7873a22cb2255a1f3491fb5ad5233602bb83ca55c851c3d4e9afdda,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-50_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-50_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,bf15a23d86c0ad280ea45f0a8f188848e81e411768dcbfbf16e5fa34f3b32ae7,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX95_S2-50_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S1_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,7cfd8875f4f184a8bd61fd8455206870ac13a1ca12a311c78eed3f3423818447,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S1_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S1_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,e21d82560659f66f3b9491a8cf8ca0de63029955cab20beb3a50a43649f123e6,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S1_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S1_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,14bdb19d07aa78297e674e5dcbc4920fb64021a49f07c16633627dc906ced529,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S1_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S1_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,c59b911de1abfcc51c0d4aaa30bb10592f3f2d2e5293dba881d01f2ae54e03cf,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S1_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-250_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,0e7dc612800b450a08392139f5907561335a5ba5ebf41d84b72b460e17b22719,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-250_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-250_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,d376fc3fc0cc35bbd3a4c50479c22952db08d85715d3a9ccbeb198568b706733,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-250_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-250_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,da4b2cb9d7324d468be2678a55ceaae6d6cd56d7d07c40e92e67cfde2e199f7c,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-250_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-250_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,6a480f051d6a332dd607a686705a2923f38e28a8b7caf8db7370edc1bb2f91fe,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-250_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-280_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,1912f256058266c2c0c6f334b5c6064057ab937f6368614a16a78abf714cc65d,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-280_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-280_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,0b3ab2271cfe5430abcab126f2b39899a22300d6f557dd700e5c51a1ae34edc8,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-280_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-280_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,53f270104c11a9d9aa66035486f8a51b9f387742dfa171c8c9ab2aceebcf8f19,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-280_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-280_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,2e7ed2d4fd2b4eedeaf4293afa3e83a8bb9ca032e1d57fe7c29c12691f265709,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-280_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-50_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,d310c38d031d15fef15b0efd92f99318a56d33ac5bb7f41933b8cbcd2289de38,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-50_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-50_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,fae1445a5345da3abfac18964c2cfc59655afc07c88afdd34b76a3fc4a00d722,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-50_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-50_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,a77f62cbaaeee9eac76d942398fe9f8f9afe23fc3f04a11bd93897c131aafd30,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-50_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-50_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,d22757f794d1283e98f5f7f27d400a04f6cd6bf1db3ae42b068c825a731ee72f,,checkpoints/models/C4/C4A/models/C4A_lopo_pathology_encoder_1_TENX99_S2-50_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S1_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,c3548a7a10d78d72ba17154972df473f850f22201fb0bc5db3b8b2c6df029031,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S1_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S1_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,a6de89cf0c44b7ab20d138e5f76fb79ef58bdd78b238175f7ea2b9d9c2e9f7d5,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S1_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S1_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,4cbabd5662e4e74531f8d482afa4cac4fd3130892183a352c847d9086189401e,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S1_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S1_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,4846b78c2d3d825cf42b4d8788884258cb90e76722fc7e64f5ffaf7403cf512a,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S1_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-250_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,7cbf9c5f07df2b3be17724bc5c305e6b6663bfd4d537ac20b74f55aab53ab3ec,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-250_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-250_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,2f91e2d4deb8ac7b33be086457475c6954732b0a794aa640d3f8cf0b79628d37,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-250_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-250_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,48afd7f77bcfe4aea6c5f5d72967a34245a986231dd40bd6867d4d8c2bcf231a,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-250_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-250_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,22a034f146d996ff4e732cd4dee58ad82402bf5151f8645ba2be252159626a0a,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-250_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-280_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,2a64905ca9c3389ad813c87567f11aefa698efcf731ac7f554070362499695e3,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-280_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-280_D1_h128d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,554a2cc82c6227124da92397958a4f1b131d7f4d8cf23710259aa37c6378a98a,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-280_D1_h128d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-280_D1_h128d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,6ca40e410947bdacfab93cd574507b455a4343a829e4e58630fbcbe1cc00df2b,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-280_D1_h128d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-280_D1_h128d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,b0e77f2d5c52742ede2e91b080cfa42939d2bae29b328a0f4fd2183af63314e3,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-280_D1_h128d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-50_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,082d80b309c5d74009fccae747070bcf655e85b214ae6870788ebbd1975b36bc,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-50_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-50_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,d44b290e4b249ddf2ed8098128e50977d5b2be764582d05bc2579397dc083cae,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-50_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-50_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,1f2e9b86877c2fecef7447df9004c048716b259449506926d2055df1e8ef1897,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-50_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-50_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,e62e53755699eb78a678735aadf7c9d4d7f788efc3790968c34f3b166edba769,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI783_S2-50_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S1_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,c1518847ef8f9778b1aa69a1c0c9075ae39b48afa1bb4d907acb76b345f74bc2,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S1_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S1_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,0881a446d7181baec6107a30a85a943956febd0a49d0e8295fc4097920fba110,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S1_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S1_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,3adf20862a9ce99b631222eac12162115d236f4a45ddc8749c4f86df1b2979e5,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S1_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S1_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,1847d92f28f7ce7f839f4dfdfbe1232c792d07db3db55bac99e3db932679f01f,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S1_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-250_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,63a81d53c1ea049872a10e72d9a91e2f2a731a1182caf542c3741c89bd55a66c,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-250_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-250_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,750d50cfbcb75d0a1091c687677601b0aef89b1692c6f03cee86e25ab9f17b1d,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-250_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-250_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,30404345f7f6025ed7c5a2bb386f328daada9524c48b07421375e1b6288a5626,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-250_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-250_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,994e4d8e19f1590608536231de114f272389c35246b51187153ee7827b196dd4,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-250_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-280_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,2c05fc9959b44d3cba09b361766f1b97032b0293fd8ebe5cc0b106790aa1479f,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-280_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-280_D1_h128d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,8cca2a2deb87e5a3359d18129f28c7cca27bffa174cb1e5e6dc4b4bbcac5b493,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-280_D1_h128d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-280_D1_h128d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,ea709478e507339252c78d05eff5ec95243c73e5e5450966ddaea5bcd40212f8,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-280_D1_h128d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-280_D1_h128d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,4956f9b8c9cf0869542b59c57bc68c3b262210221e5c4fb0dba473b916f03071,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-280_D1_h128d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-50_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,13aeda1b149cc96b5bd6a2b5b72045089d5f94d1599885232eba12da2c5c0c8b,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-50_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-50_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,23414af93fdc63c37fd978bf872a05f373786b7e91e0dedebf9c40a9b8429912,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-50_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-50_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,7b9464ad978856b19f97236abc1ccbda2b8510e8507dc5238fc45a17895ea238,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-50_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-50_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,c1659a5cdcd1c851cb6f6b12c04def9f22aec11b701d9dd497514c9fd8f2fd99,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_NCBI785_S2-50_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S1_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,c1637faf4052af95f8fe1c3058ca6d5c4bd8e5c166a65f471c5304d90463c9ab,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S1_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S1_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,baea4471176aa7c4ede859e64f3a843b03960e67b118a46fe62d4677ec58ad07,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S1_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S1_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,dc01bdf901d59262eeacfe4a814e852834a41c046743290180ad486b3d4f654f,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S1_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S1_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,ebf717b94a79d16e67e0302cd3a60565f0279173b1c01b0cf22875e1e42a21ed,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S1_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-250_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,8bf9dc4c7892a9dbf00f7968983e6dabe6385b199eabf1673e2ac533a995b9e4,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-250_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-250_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,bd6d7914df486da58b21764060e2e059a3c157eace5fa56f21e6e73b05b3cdaa,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-250_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-250_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,24b4d58511848e621fffcc5ecc47cbf6a16372f70702d203368cb03ccf97f511,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-250_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-250_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,4903280fa107e9a3f00fd89d51b7edede05b2bd27973f27fc37c7200cc49a1c2,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-250_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-280_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,e997a06a499ec829576fb49c84000118d707c254ea6da5a393683b56db8e6ec1,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-280_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-280_D1_h128d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,0e3333d66102b9eb7e98a1ed58ca408f2b8079bd2352b48815864b495fdd1c50,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-280_D1_h128d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-280_D1_h128d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,0b2c56bf9a4bc4ca5c4b55f60a8fed608faad0ed8d3d89c0eb2611d7ed7b6ed7,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-280_D1_h128d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-280_D1_h128d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,ccef271f6b6f6ac7af4e542328acfccf75d4b209416834822c02b916b85b3db7,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-280_D1_h128d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-50_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,1a2fe4661aee420cf5f158e83635544a0945fd65f595f67d882d92f67cb46256,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-50_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-50_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,9357d7c741762a4a6295f96ae8816c113a4b6f00f1d927ea8ad7fd1fd827b743,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-50_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-50_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,1a569adddd33acfd62e5119f644a0817fce5291e48d97d03190ac104e315bad1,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-50_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-50_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,ad7a0e5d036108e5df7e584d48c587de64dab1a71f7044879484b826fe116b24,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX95_S2-50_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S1_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,0651b9ed01a6dc2a2cc176fdc5b8fd7694eb589f6761b9e3c9153ab979a997db,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S1_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S1_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,15e6dca3d04de29f23776652132e0813c147ca6fa3ae4930a9710000d126f402,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S1_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S1_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,b00ad18ad90920505c1dd97cd74c144aaa7fadccfab457d8ed9797c44800153c,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S1_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S1_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,45da7e416a92dbff222f865c09a86e92142e612820cdeee796b5b4f15d50c00e,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S1_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-250_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,6a51119d951855a4a65a888b6f641fff22686e3d8a69289e756de316b83b6a45,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-250_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-250_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,3674ba16c8ed9e0549a0c1b8aaa6c014ca957a23e9bae9a568cbc35cc183e54c,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-250_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-250_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,f37bcf2f496834822ef15f6a84fb424ba94fd6ab0b3d1c29f38e9be3da929856,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-250_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-250_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,3ac3ea524c73c3a72300cba09f01e8060d76f3768cbf2bf4b2ffed89a53cb3c4,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-250_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-280_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,065a540198d421ee7026d9fe33cb302754dfd3f5789bb135c8d6ced3224e8194,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-280_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-280_D1_h128d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,4d5b7c9319bbfa446b19c88bbd9f791e720a02d69e5380b5d139c6b709f238ff,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-280_D1_h128d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-280_D1_h128d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,aec2267d11410a478bd9a350fe83fdb18c9300ac1da0639c2fd4687d2efdccfd,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-280_D1_h128d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-280_D1_h128d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,bebf071f0b6af6e65aca9cd5e20acfb66595ea56e34d4b59ac6432096ad83879,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-280_D1_h128d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-50_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,ee024894ac77fdecd0aa92f934c48b5f45a016211e6e3f383e2060d01e775b36,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-50_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-50_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,4c2ca056856c32dbb4a391489be05bc2ed3c8d983f05e32d8fdfc05a97a85af8,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-50_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-50_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,99fb644bdf5b2e35c7b2e4be53bc5e28dfb55c426930423f3149f38cad462d31,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-50_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-50_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,3c60dbae5201ec522a2ee71dcbd76dcb013d35c93ca235f5f9312e9507c1e6c8,,checkpoints/models/C4/C4A/models/C4A_lopo_resnet18_reference_TENX99_S2-50_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D0_alpha1000_s0_NC1.npz,historical_supporting,ORIGINAL_MISSING,875d3bcf38238b09443d55885b41ed249611c9dc84ecd5c608e634a5867bbec4,,checkpoints/models/C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D0_alpha1000_s0_NC1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D0_alpha1000_s0_NC2.npz,historical_supporting,ORIGINAL_MISSING,6de98fff2086f8af874b15f144513f55b42f7933f3004474dd9e51a672e376ab,,checkpoints/models/C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D0_alpha1000_s0_NC2.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D0_alpha1000_s1_NC1.npz,historical_supporting,ORIGINAL_MISSING,b29ad7978dfb9c5f02a4aeb50db4e5f0c8a00473b23dd8a915fdff93a5c63a74,,checkpoints/models/C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D0_alpha1000_s1_NC1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D0_alpha1000_s1_NC2.npz,historical_supporting,ORIGINAL_MISSING,70e432cce290441e21645054020dd0ab456adc24fa3b033fe84d2636028d587e,,checkpoints/models/C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D0_alpha1000_s1_NC2.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D0_alpha1000_s2_NC1.npz,historical_supporting,ORIGINAL_MISSING,b59181dd27fed7d43b017f13c6a9ee3d55259d51320a715fa49caa0856af7e8b,,checkpoints/models/C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D0_alpha1000_s2_NC1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D0_alpha1000_s2_NC2.npz,historical_supporting,ORIGINAL_MISSING,907dd74a2845ef0417e65cff15a5631f721061f3d3e755c09ea1a01adabced22,,checkpoints/models/C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D0_alpha1000_s2_NC2.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s0_NC1.pt,historical_supporting,ORIGINAL_MISSING,c9573a741c6dde059497a255b70de167f10da760a6bb151113c0c6acab9fba91,,checkpoints/models/C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s0_NC1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s0_NC2.pt,historical_supporting,ORIGINAL_MISSING,8638c89459fe73a22a8a7a0c2dacc02357a5459e0d7ef767310a2ec10063a9ef,,checkpoints/models/C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s0_NC2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s1_NC1.pt,historical_supporting,ORIGINAL_MISSING,2ea217b1b8e15b8c728fa5a6f7334c4b62a3a901492e09c894b97fcecbec3aa2,,checkpoints/models/C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s1_NC1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s1_NC2.pt,historical_supporting,ORIGINAL_MISSING,1a85bb2439d63c74a9238d1a2f22001db3fd1e1fcc91ab668b013aa687452c90,,checkpoints/models/C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s1_NC2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s2_NC1.pt,historical_supporting,ORIGINAL_MISSING,bfa0518f8c9d020ba3d706385eded96aed585d4ee8cb819716e6a0ff8df924e4,,checkpoints/models/C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s2_NC1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s2_NC2.pt,historical_supporting,ORIGINAL_MISSING,a3977ebf801143d48b1cbc421777deb72f399f49af414ed327061bb2adf96e74,,checkpoints/models/C4/C4A/models/C4A_negative_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s2_NC2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S1_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,6b0dae51d6370102a5ac155eb2b3652335633f76a9c88a88788cb9e5cb40b974,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S1_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S1_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,3975f7e25bcc988a2e66b133187c196e8744a023efda32eb357ad184d5109bf4,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S1_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S1_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,1966c4f256ae52e3eb12969d98098d95a936606e24b26d9189c6038ab63ae4ab,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S1_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S1_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,540cf5a1028a9c39e8526dfca6a835f4725ea027fc11541be3ec861adafb3424,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S1_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-250_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,3065fa17c6b5cee679c7815c5ce9a44daa44edf86dde846fc1451084afb29a3f,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-250_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-250_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,9ada92c530cdd336c7ad493fc9f629c561ceaa419111e720578079199f29fb95,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-250_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-250_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,747eeee6b95d3e1db7ba04ee9a581c9759fe946431f1811851dbe2766d88be8d,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-250_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-250_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,6215d2bb8e5044f4db44658dce791a02d7a87a50932655c7d0a262c64ae67267,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-250_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-280_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,a9b6259b0ce09f129bbd56b8631f1276374eec7e3e8635298aa3ec3050449511,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-280_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-280_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,feb5fc162ed5a240a8cc1dec3a137783f0b060a917d6bdca62b93c7f715ba1e6,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-280_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-280_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,05cfa4e52648639f6486c0706beba30392b5e6bd567f2c1a9f46bacba3a1db78,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-280_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-280_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,aa216fa28862374201885955383e58b6bb1de1cc324cadb85ff92adef27c231e,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-280_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-50_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,3eac7fe6334f084dcf050888b6d6edf6aebfe99db7e765a7cc867d3a6955f304,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-50_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,35c9b4195643e421fc9fe556fd64d31451908e37cfb9003fb43a0a69054be455,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,27efa93d665e882a0dffda2db7d467050c40bcecc12fffbbdb46670a6bba745f,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,e154fe760c184caa17fb8d89851b4d819fcede301d5ef9d16e1806518c9444d3,,checkpoints/models/C4/C4A/models/C4A_primary_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S1_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,2510c96d18c0149f5da8aabe4eaffbf649b7a8a9880109da96b3592ed85198e0,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S1_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S1_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,35b583fe262c179def43d5f3e4d64674f7367bafd2df9c2d64daf81ad6e86f9c,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S1_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S1_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,68980bab7868660563688165845fd4d7175f8be22c96b76ca85bea97ef236c8b,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S1_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S1_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,ce5830be82d30fb5cc95656025d8a385f0cb7c43afd6b04f191b61f5e9180469,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S1_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-250_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,93b7e16c6d6929878e75965a32f7ffcaf1bae4c84f62d0b58bcb2fce6a4db1ec,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-250_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-250_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,6a1673cba62191112188e79a21755d8395f661980cd3e1bc0ec2401a471e2409,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-250_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-250_D1_h256d0.0_s1.pt,historical_supporting,ORIGINAL_MISSING,2034986f9c4f927b280302fe18afa89b26dff049460772fdf3c11fefe9b9ed2c,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-250_D1_h256d0.0_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-250_D1_h256d0.0_s2.pt,historical_supporting,ORIGINAL_MISSING,5526953bad5cfe8553630f0af1ea36ed19fc27fd3f02ddc5741da74419784fce,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-250_D1_h256d0.0_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-280_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,4d263024512794f706f8131d49f6da2d64de8fd8cd58a7cbcd10d6fb54f0b8b2,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-280_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-280_D1_h128d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,1f030ea171f553d7f6de61f034d5d06ee19993f9b757d718a2fa33b2d8ee7e99,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-280_D1_h128d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-280_D1_h128d0.1_s1.pt,historical_supporting,ORIGINAL_MISSING,49aa5e0dd11d724057dda59ef237a2caadb4f53eed3bab9673ba3a839117f2ce,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-280_D1_h128d0.1_s1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-280_D1_h128d0.1_s2.pt,historical_supporting,ORIGINAL_MISSING,3cc70847df87dce971bcf2e867b93367dd981df9e38b80381aa90cf0ffd6cf52,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-280_D1_h128d0.1_s2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-50_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,cb70d46ae61d8937e650246ae8e1a5b86744260791dd8b5b478ddb8ce24d60df,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-50_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-50_D1_h256d0.1_s0.pt,original_primary,ORIGINAL_MISSING,4aaa11ab8998627dd4cac9a2b8da59e9fc8e43182e31ffee85f9204a0500b91e,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-50_D1_h256d0.1_s0.pt,True,Required primary ensemble +C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-50_D1_h256d0.1_s1.pt,original_primary,ORIGINAL_MISSING,6c86019b731b67549b175d8b39a2ff4a3ced30d5a612ee2d8cdd4ee57f3e67e6,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-50_D1_h256d0.1_s1.pt,True,Required primary ensemble +C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-50_D1_h256d0.1_s2.pt,original_primary,ORIGINAL_MISSING,51ebf67a05e986586efe4564bc797cac6e31dd7352308b0fba7cf0ff0e9c9e68,,checkpoints/models/C4/C4A/models/C4A_primary_resnet18_reference_primary_S2-50_D1_h256d0.1_s2.pt,True,Required primary ensemble +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D0_alpha0.1_s0.npz,historical_supporting,ORIGINAL_MISSING,9c70b9b1209bee6e9250235f1f61806a9c15f096420b5236bf952245e140e2b4,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D0_alpha0.1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,6b0dae51d6370102a5ac155eb2b3652335633f76a9c88a88788cb9e5cb40b974,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D0_alpha100_s0.npz,historical_supporting,ORIGINAL_MISSING,aacf26e1935439ed08f83f950ffe05ff51c9993061cf3de3717a1a15433100ba,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D0_alpha100_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D0_alpha10_s0.npz,historical_supporting,ORIGINAL_MISSING,80ab8a2397eafe82c143c7c55f930ab8e1d4a1d956f080fc653e114c75f895ab,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D0_alpha10_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D0_alpha1_s0.npz,historical_supporting,ORIGINAL_MISSING,b2b2b98ae8c5de0ef94aa69aa0d37c9d74ada10bb1fb80ed8d80c355bc13bd14,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D0_alpha1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D1_h128d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,f67eefc68ef5e9db74d90285dceb8154e77c4f183e3ab0ae55ec2d11c79536fc,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D1_h128d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D1_h128d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,ee76582678151441ac9ff8ed31984796389fc1b004ba5097d98514c162d6cddf,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D1_h128d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,924ee8095f8d589d36f08fd36ab53d61c829fc9fb465b464fea208d836a5a52a,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,a441deb30ac219db22d9a4a41eb2b5a598a51c339233e77367950c00caa35c3e,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S1_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D0_alpha0.1_s0.npz,historical_supporting,ORIGINAL_MISSING,5589468f61437f1c278772fc2e85908a3b0f3047b799595de6a49e557c689b2f,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D0_alpha0.1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,3065fa17c6b5cee679c7815c5ce9a44daa44edf86dde846fc1451084afb29a3f,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D0_alpha100_s0.npz,historical_supporting,ORIGINAL_MISSING,72e2781889565c0db62fa8840c245a024529f3badf4dee00ae2b878fee4b10f6,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D0_alpha100_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D0_alpha10_s0.npz,historical_supporting,ORIGINAL_MISSING,0541c1c2e5087a6cbaadaec49eb7aac8e6bd2e8f08257f1abce90a60f14d0405,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D0_alpha10_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D0_alpha1_s0.npz,historical_supporting,ORIGINAL_MISSING,5983094e64dc8e33dbd3c6c4d46e27e82809129464f2729ddf9d353c7577fd53,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D0_alpha1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D1_h128d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,a8833d82eb0f886643e355b92fe5904172438593e453e2653b3c50aeeb47d1a4,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D1_h128d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D1_h128d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,070f97696cf86f7fffe3a15ba3ae0ed36a7cae7b5393529867b87ebfb0e4df84,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D1_h128d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,09cec24e380c234b47985d9db006f0715c8f6a3d8ea2606e27b95940ad4a187d,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,a6fa544d98c974be506fe8020db74c2f24eedbd3b3e55883753506eb795e6274,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-250_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D0_alpha0.1_s0.npz,historical_supporting,ORIGINAL_MISSING,97b013aced1cc64dffbdd22daeba33892abf04b9be6e86a5a59b614ee5747dee,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D0_alpha0.1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,a9b6259b0ce09f129bbd56b8631f1276374eec7e3e8635298aa3ec3050449511,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D0_alpha100_s0.npz,historical_supporting,ORIGINAL_MISSING,0307afbdde089ab23755e60c476d519520ad982c0a34268843f9fec0f506e468,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D0_alpha100_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D0_alpha10_s0.npz,historical_supporting,ORIGINAL_MISSING,247ae8ef8642a6d1b55ff6e8a64ec88ad3fedd3f0c39b53710b65810fc8f8cf6,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D0_alpha10_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D0_alpha1_s0.npz,historical_supporting,ORIGINAL_MISSING,2cfcc161b3a0cbf314da8668cbbd2a28cc75432539d4bb8e1bce4b898742683a,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D0_alpha1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D1_h128d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,fc4d9cd4f2e571ac7476e9653c6b24acc17056a361265c3a1221673b7c4b2772,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D1_h128d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D1_h128d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,cd5faa4f2d0af8bc33bf237c72e8d2379a22015127f88b19e816aefca3a01523,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D1_h128d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,9951d6f50e0586eb5d33a2cb45689ef3a3de02cab7234cd8e26bdf0d8c077bc9,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,fba453748a8e8d244215f37aaafcbdb9724d8eb227909ae1d7af5ccaaef3d272,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-280_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D0_alpha0.1_s0.npz,historical_supporting,ORIGINAL_MISSING,de6ae0e58d171dec402f151b0539b8a912bbd0942f07cf02821e58ccfd6211cd,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D0_alpha0.1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,3eac7fe6334f084dcf050888b6d6edf6aebfe99db7e765a7cc867d3a6955f304,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D0_alpha100_s0.npz,historical_supporting,ORIGINAL_MISSING,8d507cf5637a597719584950977169a2ffea46853cf8e81cace7ba86ee72d1e0,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D0_alpha100_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D0_alpha10_s0.npz,historical_supporting,ORIGINAL_MISSING,62fa5c8e0baf1ca5e3f7eaeae61e6c5a44a52f12dc1671f9a6cef2fa88794f41,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D0_alpha10_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D0_alpha1_s0.npz,historical_supporting,ORIGINAL_MISSING,833e65fadabf8b25b29f7048d0554d4e670076119df24964a418425e2b1c2ea9,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D0_alpha1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D1_h128d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,772357b86388a4a7fd1b3db9adb891142aea9d2d90274add3cdd9e7470622f67,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D1_h128d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D1_h128d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,e4981e97d7c79efef23e3ce5986351d520232f21722df5649dd1bc9ed2d8e12f,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D1_h128d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,45e96afbaa558e4b05ff800735b45997627b35488868905a12389dc42942cca8,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,e1bd746192c598fd3e98e0883f7f0174e7943f810545fd565d816b631dd7f0da,,checkpoints/models/C4/C4A/models/C4A_selection_pathology_encoder_1_primary_S2-50_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D0_alpha0.1_s0.npz,historical_supporting,ORIGINAL_MISSING,d3b86ddc99f0d142e8fc7a7a6a14fdc4bb5f1cb64c3d3a51d929ac4aa3edbdf9,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D0_alpha0.1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,2510c96d18c0149f5da8aabe4eaffbf649b7a8a9880109da96b3592ed85198e0,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D0_alpha100_s0.npz,historical_supporting,ORIGINAL_MISSING,c9f540b47a72d613f77891ea9c3ac9466b29fae2d7cb589b99fb16d5d3f7472f,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D0_alpha100_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D0_alpha10_s0.npz,historical_supporting,ORIGINAL_MISSING,0f936d6ff2bd84c1153a0002ed50c7d9ba3f7f46e352c7039b062c453a830041,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D0_alpha10_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D0_alpha1_s0.npz,historical_supporting,ORIGINAL_MISSING,d9c8c66ddd9c7240a6e3710672ce4bde655e0318d755a2478903894918e6e4c1,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D0_alpha1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D1_h128d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,3f0d14c952722a42c07459529e286ef38b90ef58953be94019a3b9dbcc299fd3,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D1_h128d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D1_h128d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,3e94c8da0ec4711a25c286e03b9a94fbd8e33751860939305eb50c696604a8ee,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D1_h128d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,da88ec03d60073bdd3dc0cbc3d3bab00e50d9f8f82ec54c3ad9a93eb3cab150b,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,ecc59cf1b9a594730e910174827fb900c4e15be92416d2572475180ca3a25fb8,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S1_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D0_alpha0.1_s0.npz,historical_supporting,ORIGINAL_MISSING,977d9adc3af1c8236aef1133306e35d8443c56eab50fea7cc3d4161b42722fcb,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D0_alpha0.1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,93b7e16c6d6929878e75965a32f7ffcaf1bae4c84f62d0b58bcb2fce6a4db1ec,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D0_alpha100_s0.npz,historical_supporting,ORIGINAL_MISSING,9de827adde153804e8e8bd51905c32982e4d196f5a432cec17379510bd9eec3f,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D0_alpha100_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D0_alpha10_s0.npz,historical_supporting,ORIGINAL_MISSING,5bb66afa2f4d0d6500cc80aebcee6454b26fb6d72a78883e7cb9ba42e0537e70,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D0_alpha10_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D0_alpha1_s0.npz,historical_supporting,ORIGINAL_MISSING,7ad5f77e8c431994af8c435240282992eaecbd7cd09c36ca37c74c2cd5927629,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D0_alpha1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D1_h128d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,6630b502762a487d7ba2b57bc37cbcd7d4896705d75d6172230651bc0bcd9295,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D1_h128d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D1_h128d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,9b0bf4a8aaa2eb6fce2f78a0c542594712f38982deafacf0c989be15383c318f,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D1_h128d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,f9206e8db8bffd6015c3775294c16434ac331058f186958cf05cd8b6b2cf98be,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,f17b31950d2fe10009c10bfeafa389d9441e93d45e41c97c4364206e0e24e921,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-250_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D0_alpha0.1_s0.npz,historical_supporting,ORIGINAL_MISSING,3600df53baa0e00bf82c8f1b145e93befd3f2e69259ae977b58b02c736138ae5,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D0_alpha0.1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,4d263024512794f706f8131d49f6da2d64de8fd8cd58a7cbcd10d6fb54f0b8b2,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D0_alpha100_s0.npz,historical_supporting,ORIGINAL_MISSING,283571eb2ba05356a02404a7c43fa0aad4b0fc3afd5550a9ef7a05b74f3301c5,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D0_alpha100_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D0_alpha10_s0.npz,historical_supporting,ORIGINAL_MISSING,00f1400a8a83aed8487029123556a788e3b4c8a30a7125cb21aac5e9f692c07f,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D0_alpha10_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D0_alpha1_s0.npz,historical_supporting,ORIGINAL_MISSING,16baa5299372b9a4939f26259851cf590396383465af0f87e79f8218eb03d3c6,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D0_alpha1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D1_h128d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,b91dfb79ac10fb90b1b87674508b6a4588df760068a234551e87a200bef375c4,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D1_h128d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D1_h128d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,92241e100e2944d8c0c683cd844fd0e5bacc32be97b4bd44b362c7e3d2f47487,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D1_h128d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,c72ee3620e9f9630d86040d4b1e4a969eae681f061739fe99d760cf8fe55ac65,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,ed352ec44c6d490ecebcc2bda116bc7f1b15e59c8da08dee8ace18cff4dd67cb,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-280_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D0_alpha0.1_s0.npz,historical_supporting,ORIGINAL_MISSING,81995bbe95afbe089a4a51f09cd4aeba2de6a11ea2c7eff14bbc70c42153460f,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D0_alpha0.1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D0_alpha1000_s0.npz,historical_supporting,ORIGINAL_MISSING,cb70d46ae61d8937e650246ae8e1a5b86744260791dd8b5b478ddb8ce24d60df,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D0_alpha1000_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D0_alpha100_s0.npz,historical_supporting,ORIGINAL_MISSING,a10b421022caa47beef88d33b29dcb900f060ba2a0f10496bda90190f9731ffd,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D0_alpha100_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D0_alpha10_s0.npz,historical_supporting,ORIGINAL_MISSING,bd079c8d228841c963c940bb6f4cf1655ef334cbb1d7250756032d258e6ac6a9,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D0_alpha10_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D0_alpha1_s0.npz,historical_supporting,ORIGINAL_MISSING,8be513fc8580b6f2bccbc7fe702f9138c040b8f92e07af7a83fbda9282831ce8,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D0_alpha1_s0.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D1_h128d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,8dcd62f54c0b2e9052933592d0ec711b5120473fd3a14e81e7d606e4413988a3,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D1_h128d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D1_h128d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,53930026baa66d2cbf8da257de83f203044dda0314b3cf770a6a5984a73b53fa,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D1_h128d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D1_h256d0.0_s0.pt,historical_supporting,ORIGINAL_MISSING,8c41391e3a569197809da29cd2e3c439402a0001628929e9e6a4bdc7e9885d52,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D1_h256d0.0_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D1_h256d0.1_s0.pt,historical_supporting,ORIGINAL_MISSING,1dfdcd8e2d4d9daf2c3b21ed69056e18a8ad29a833c1b578d1b91b43b07b8c92,,checkpoints/models/C4/C4A/models/C4A_selection_resnet18_reference_primary_S2-50_D1_h256d0.1_s0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,1882266b94b09ea5f5f415893c7a6ee8bf1ec9992c1bd877170b7bc151a9516e,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,ae4d23bf55b727ebc1d612c27a467d774f7ba06f2247a8348e09c7b3efa96ee8,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,839d041383618639eae1924615d29a0aed056ebfb6e71ef2e92a6862961557f1,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,8237642ead6f8dfb265dfa2e13019459c7ded1d3e3d8577a19188a5de3d8ba92,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,0ab6b916a78492050d6ce73c88b904349de8b56c537018d38caed4f3d886f2e7,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,390b80049e29f16d3185332c4040e486c9c6012eca053f62dd18a28de226b297,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,e3cdce964dfe23baf8ddeeff8dabe6824520ac8ca138b10dc64e6c12bb5dcd35,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,46289a01bcf2af333f0e3af9ce9d5a1399b44699fcbee1c12fc82b1d3141a846,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,9e4bb7c2851fe1e6440bbdaa4c8e4df670de6bb4b07301f8373ca5ff1ba3b6dd,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,b1bcbda6beaf01a3842cb2f0ff46938390b13f2c97394a0341170390efb93fbb,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,72fea9cc5b67a4056041687cd76388944f6ae72f0217cedb77376b94e2e22891,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,e462f8045259473a8eee440d7929c619cda8b43fa30d8e5ce979e0bd8e5625b0,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,c5f69ad2373269a56a6238d8cc82a2e6c93e02ead1eec44e4ad3907c9ba9983c,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,506a240c4ac5c0321e00f629d8566186b972331b445d35a4ed81236691db01b7,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,26633fcefef9346ab69b76b796bfb0efffd4e686fff5b207c305e4dc6a3277f5,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MATCHED_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MEAN_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,f8ad1b455fcd09761510b2399454584b9e3f515ddd1c8ad0b217b80f29e63983,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MEAN_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MEAN_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,733d67d2103bf5bf5a6e2ae0bf626da1442083495f526c66d2d7c42497f25499,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MEAN_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_MEAN_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,7b9570263e745d2a577a9da99367158e3b2aad20343e5563519afd47466ea589,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_MEAN_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_TRUE_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,b595fdeaee85dd1d020b76655ece994b0a5a64e74a4f5ea50cccbe0cfe7a7e21,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_TRUE_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_TRUE_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,8d81a2463332012d5a8c6b5dee31015aba873df3e4bd41fa7ce434a251ff125c,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_TRUE_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-280_TRUE_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,37c9e0ad9685e898b694a603345b09acedda22d96f553c155153d27363523b45,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-280_TRUE_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,ca74e1d35a3e316afd1074ba1158a6145c8ca857db7f8fca208580f6cc0fb98e,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,802cab70c2ba8029fe5a5886a2fe7d22efefad3172bc89db15303327c3f8b7df,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,c8ee6de4992bd20ff506099e0f82ee8a1d5557421971c7d31c4ee506f1394e40,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,72c9b08844f967a574ebf3dbc7572d7b6390219188173ccf45552a6cb53e8efa,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,1af6c281c8a9cc7c72bdf89348636b77121e2ba6df6e46177002356b91cb5e11,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,a46ba9540adf8d74aeba6001f4b26fbe8982d80e0b18df521599a373f68d3d1e,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,85a0c273b25954a0c96710e760844f47d8c830f09d7a526aac33a3caeeb12d84,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,b2346bd61ec673e31fba071c6f47089dee64c6dd8363d7a703436574c54e1842,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,22aa82be4393d71aa10b55e8eb92dd9b64843fb40207e9cdcdefd4de87e2f271,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,6adaa7f244c73c181f8cd2e93da0ebc57a5baed3357d9f83b1871c445f93be36,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,2618ea5e5397804f0ef875c8ee9751945ef521bb1e59a53a1bc6d9f6cbcfd6a8,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,7bac7cd21c17175b0e2b7787be9382fa291078b579728ffc59cab354d83f8a07,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,fd813105f8de78072553dc4c4ca2e3979b9248bbc801a5f9811b530a8f2ca494,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,7fdb2bd6023bfc41bd5c90de3de926d2c00fcb65bc0ccb538fb4121fd32fbaca,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,f71ea6382d123a7c6d5326c428ad8552fdcd35077f3a98a0084fe6608e08de15,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MATCHED_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MEAN_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,66a0fb20570f19925a0eb22ca4af635d9ee563fa1511a7b11b0fb150dd2b37b6,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MEAN_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MEAN_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,2c443b7dc4a97b6f979c136da0fdd3283c162de75c2df3d7d42a946fefa435f3,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MEAN_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_MEAN_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,d6e09d3340f9d13573d0f2ca2a26d767e49ac5e4e892ebb30c38a04c44234811,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_MEAN_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_TRUE_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,7481378b77e86902ebb5b074556b374aa5877e2773006aae87effa6a6162f8c8,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_TRUE_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_TRUE_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,df30a8a47086f279940382d93c2e37583de4dc6bcda555df86d426dbc1450c9b,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_TRUE_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI783_S2-50_TRUE_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,cd2a6aee2a0d091214e5f477b34d1ba84b8a0505e2f919a0d31c387a72ba6877,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI783_S2-50_TRUE_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,0bcc8fda40cba2e1e39f0e35fe506220de9a60efbfa8f427a2aea11a66c21012,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,bbb76cb0189bc9c63ba4fe7a34c2dbfb041bcb8340d66c39314b90fba711c558,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,5abb5ea26c4c221959bcfaaeeb33ad1fd6ad8ea621d1bce2ab2ace03612035da,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,05b933ff63ac3c320054dd2c41801758a5e3333e0ba768e957309b21b64892fa,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,f6d615d55056466ece058e7fd02bf066d2e2b0cdea12d4e6471ca1e689c51b74,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,4d0031dcf01c6d83f8b913a99da951c722962e1ac49f04b964406087b0a04a0e,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,5730dcf6120a7f02aa965b2fd23280bd721903fc06c34d534a2b4d44c48725c2,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,577277faa049c571b3041977463cedb2c426e787e66252c98782eb38c9cc79a8,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,90ae57e234beab1df935f68ecbc209ad6216bd104cf269074309b7382a8a1f45,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,60b5c01aa0f86c9cf76637e9eb85ef5a64fd0dfceb22ec602edbbc59cbb0b238,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,9e74217d22f45bdc8cc6e88dd4df0504fb73c11f7874a3793c30c30306915604,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,6ef5f14a974bb748f59a8cf7ae767e4a7d7187d9d43f0633eb8eee026baa177a,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,51c49018c21946bf8839f168bffc2acf8a3c388d6db93e736309aaf0118b6115,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,fb294661d478cdbcf269a3db1ba6bada5f87382a0bcca263d872f2044173ed58,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,c543baeb670ee24db10ae6a4e9b54e98d398ab1e97941b58959cfe591b2b7483,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MATCHED_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MEAN_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,d28134ec7030008a5aab2a66850edbe2bf6db46abc7d0edc16d34e3712c02e48,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MEAN_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MEAN_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,6c68bb951b2429f5fe02333cb8f0ef2230ec07fc07f156dadf8d221c53ddd82a,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MEAN_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_MEAN_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,338ebe02c44531897e5629d29d50d539972537d8b12d0a57f8d2a1313a4a8c07,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_MEAN_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_TRUE_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,2833ba07bb7d0736809be0cdc33ab4f81ea4497a5dbe9163fcf8a5c4d42198bc,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_TRUE_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_TRUE_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,dc511f67d467c393bb12491dfde8684498edc8270a1e7440ce55d892f96ebb30,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_TRUE_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-280_TRUE_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,1ca2e2c677e4c70b1c86a623d2cc40e420b489b461408bd620006e56f018c8cf,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-280_TRUE_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,2a6e139919fcf7c47e855b9b6926a048bc5d32ebc2ce947fa6eca9c59c37dc90,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,c095f809d99fa18548ae3fc63d5e8d211b77d68636a5b5e7ab8592f61cad5a24,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,ab5af9ff30a0428768f634710ff1ba0b3c358d11b6449242e499657ed8c6302b,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,383935423f65bfe1dfb7ecb2a60726b9532a5fcd1e36eebd82757d12c8ed0b4c,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,9955d316ec3002ab2859234f1ef0634defbcb718f8f48bd4e1a857b36a0461a6,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,72815c7c00ece12e7a662a7b43e5bb100f75256f4b659dc65f1da15986ea2db2,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,3152375d24536a51ceba000ddd4e6fb9691aa6942f6410b8aebbbc5ce0fcb175,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,36c055964ba763eef1a0d55d1a13022d0e01138c904447c66753696392c0732f,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,a4d292e99fcf70421e63bba35c2d97ab5f7dfc6cad46f0642f1dbe0036163852,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,f4b6d04e4177d00256ec20c30042609a1313b291f9e9dbfdcb23db114f450fd7,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,1c03eae633e725d9667f97c3471783b77f970ff2965f4f21cb036bd3c9501348,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,786a9493f903973da1b5b3614b8db54ba93acbf341711af0cc60d88528a9b878,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,7dea7e87d836b9b45ad118e7028d3d87a6d56d50f08608fe941a0e1b0a6f4193,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,58976d0a2283c94aeef16d896604d3ba97982a9cc0731c8d421f12a9adf4aa6c,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,997c3a4980bae0b03414e2d54f0edc26f07ffa459673adb464e51bbb7411ec46,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MATCHED_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MEAN_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,c4f0f7e615c457cd5f74f9e5218f3d640e5d778bc61b6ea3b47547e37a675777,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MEAN_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MEAN_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,e1e32a7cecadd6f58956e98f3aba4ede8e8ccf0007c24bbbc538e56af1435fe1,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MEAN_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_MEAN_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,70123b106a29239e8a0a9571ad4643983cfce87580f02decbb9bb5cf72fa54ba,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_MEAN_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_TRUE_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,6d671bec94f6c662b476faaeed713226949ad851914902819b1ac82d0b9257d4,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_TRUE_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_TRUE_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,11287dcc7bca59a9528fcb0c02cdb1b6afac3ba77309247eb4e6dc32e1b63aba,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_TRUE_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_NCBI785_S2-50_TRUE_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,f50569ad40fd79bd9dc7415f0bc692113d646b9bfe37b08538746b64b873a3e8,,checkpoints/models/C4/C4B/models/C4B_lopo_NCBI785_S2-50_TRUE_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,c80fcb8464275a08b166ecba07ec1fbcb10b7d94634feead02b847bcdf42c813,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,07eb3d9eb93a2f80d1317a821625657a0db5424d2d091d973717f2e6f9b580ac,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,78385d27a853de06fb5dc44c7d4e40513660d605dcef47ce95482a4676979451,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,515392c9d2305f7852c8a9df6deffb71069cd9b4459f572aa58d46653ea78994,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,383de035f403e615c146b14a0ffe817163c5fd567229adee8f5fa2140c3ba7d9,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,9d6f61ecb7ad699851a0cec33d4aa4f7fb460e5b652ab0a3c6caef047c6f4360,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,15c0dbeda6d28fee2e574868d6b48f131135ece1e6e514c933131e59a8a5cb1c,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,3ebf6c6ea15de82ef5243e3b33a3e29c15369876cedb553f8dddc7d54c791869,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,b2d67d12048c552cfce5568bf55d799caf7a62508a6df4c6cdbed1985c60387e,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,4affecbdcf9110b39c4ba7e518c1fcd0fc523874807924a2ddee32bc7d1516a8,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,e23b057759696bd18bcc460c09748274625a9bedc88ce0130a701af6ce354be4,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,fa460281bd35f29838d63ebf10a21bccf2c0394a5a02eec86da0abb21cfb66b9,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,5e10720d52becaeaa683d8cb0c3808cc0e4d6237f66c869a0443dfed9410f541,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,5b0ea54cffcc8fc804c2153d9517505101e32156b95b91f9986651616c58b81f,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,1c9526db4be711656b2e04264e55185051de658a69e35e74c074e460f508759a,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MATCHED_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MEAN_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,b05753a8d4e814e996d3953f572f999f7aeec9eeeac4a6fc7167dc99cc4f4e12,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MEAN_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MEAN_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,fef1c57216a0e9a1c6a2b4d865e539a53d595273bfa306597cca61fd29c064a1,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MEAN_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_MEAN_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,5bb7b9e4dbdd8bd6028bfef5004b83a2f7128ce7966c38e310e65458910f2f66,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_MEAN_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_TRUE_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,78ed193eedf1b52453e1c65bbfd8cff4daab8ed7c708be7dcea89754d5d5e772,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_TRUE_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_TRUE_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,032488a224492a5f427118b724ba5dd931170487ebec908e1c3f94e0c9234783,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_TRUE_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-280_TRUE_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,c650ef4cf2e80be3a2ca2548c0bf62da11696aa53715d8ae8c313c3a7e4b3e5d,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-280_TRUE_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,c8e837185c050994ae85b22d2193c424d1a430adde4eef526a30e6784b3373c8,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,c4451836dab78f43a1f209a3166f5d4697e760f20ed506340fee2f5592e9c122,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,2c583c1136daf874b6389022b163b1d30174e8a404e777bbb8f5ad3cc3d4f020,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,d111935776a36eb42fa8b9df260dd47ab09a2109ca9c3d424f3313f31e49370e,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,835fcfa610b0b4e0437d1c9f9ca86381a4d471fd5b0cf5dbb8c730ee77c97b0e,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,ea16c1db281cb132cb865ef787dd1175518f2a6b048cd0871da86b26b6ce4276,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,8888f280f2203a6cfba0887979074fbd582f31121e20821934facdcda6640e21,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,227fa2aca49eb4629f784a868a4cf142225c45d09d8c361c4b2703a06b20e306,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,be7f55e5231e26d49bc11fa238f1b6d3dfe7c6b50658452e1e48fb407c2b5b1c,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,478781e373426ff643bf3edef49273283317bcf3c74aa0d4789b3de7e0583969,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,860b7bec1b7baa05a4b337fca287c676d247fc1c333fa41cb0a69e4e65e88b75,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,de0c084fabfeb749f1ac9b3ec3f0b52fc1e868097173bafae277cb79dec4c935,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,18832afbf829bfb99c75db56284c01672662a3dee71d5fda687ad0eaa870cb8c,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,44bf960e24a9ab23ef9c270cc2cfc1dd8f7fd15f38551b6b0c36a1a1503a485e,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,a80eeb2de3df51879f404f5e98e3359345a799a04b146987ce89e4e2f3b65f85,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MATCHED_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MEAN_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,39561fd06fa004f8a9ab55dfb9c5d6ef770d7e07a295cde06c8277d0026823c0,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MEAN_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MEAN_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,ccd276896772c792c7f6be0d6830d530dc9e6d99d2190d8ed073d0e587833750,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MEAN_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_MEAN_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,a6f46020e4c9ae9f42301cf16e7d86bdd7b51b5a547396391b119e7601d51b52,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_MEAN_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_TRUE_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,0f72a8efdbec6e8d80f2af3237ffcd97ea23846e39430a4af3e170b41d714d93,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_TRUE_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_TRUE_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,93e8b9e5e36e384f8010cb0c39a1deb0ad89a34e0f06c6643e8935712d9c4659,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_TRUE_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX95_S2-50_TRUE_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,b8c4588c488426cecec332a67b8b279839ccea19bb67a816b2c8efa8c84b59dd,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX95_S2-50_TRUE_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,f26c02b0acb2404dd480987403cdb1190fb68c5f899d3a6b4e606640ff2a3343,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,414491b2baa0806f68c40e27516cf5e46257f19d05356cd49e8a9d5b08432cbd,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,3d55a8cfc3cee72f59c04b33bea4fa426f073844533ba5597ea429b9c77289a9,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,42c6351dd14c11fc7bf8b7347e74ab3b2620dae106a6edb945c55d130800a3f7,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,125bbda07c67847022bd4bd4a9bb0f0d3762b8be85ee8950effe3a6042d26cf1,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,53bbb5bab10d44fac941cfe0d30c996ed576d4f6583de81f3f8c834db2696f8a,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,f748d802d2adc36fcfe00b131d49cc89847860e124a3c0e8c701f70130a946ab,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,46f1543d72a6d822009377d6dec3a7e918d889482aaf6691ce9a0765fccbceb1,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,aa8ef7d8093545470c9b8caff166e44257883bb376b15c054b65c952b966aa95,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,fccc1c09432bb6efa9cfdc71691e2d121a04ae5654c4c4fc4ac5e0fd45894948,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,17654df09c40230968be688d16c26a2276ae8010040160942b40ea19be02149c,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,b0a95572a7efa023648be1bb034f615a7e7a478609f49ae77bafdf72812b0aca,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,eb1ac54c295378e8b445326f8e1105e2020ee1fe4f91d8d2d063c847bfe8f6c6,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,db24db75a532332b177cb5dcb300c13dc1cbf097e045445b972ddf0279c979b3,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,ba5a40bb30d6020c2369a33f18aa96ab8dab571513468d4f321f9916a01c00b4,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MATCHED_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MEAN_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,7bad5e355ad971fa9182c7832fa621a8fe27c4a440b5ca21ea3697360d99ee5e,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MEAN_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MEAN_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,1a77ee6e2f0b2c281f7a86d2bfe16eec696843c2e4c0c2438035b7226841b579,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MEAN_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_MEAN_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,df835e084f9151163f44310c9955845d69aba4d1d16e7a2ef39b4fa6c786cc61,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_MEAN_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_TRUE_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,81216cda78414fec022eb61d4b90050693ecca1a0010c0c731b18df04317033c,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_TRUE_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_TRUE_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,775ca55e1d563bc4fc16a0d7d9d068e5e3ca5c1c7d484cbba5f3eea4193ef0c0,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_TRUE_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-280_TRUE_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,478b27baabbc7f5490693c722c4048a34210570bfcb30b949bea5c37a1e9da4a,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-280_TRUE_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,73e317ba8f68d96a6982ba575225ad7aef3e649666e4d44aa32f8f774f2c1bd5,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,02a18c8984cd3a7cdc9f202e272d96135e67000584817221bcd68989db92f85a,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,88c704e0b8d6ebc09a7d7e2b4e610286a81405a29b87b6a1cee8738a124a31c1,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,0986781f37bd46bc4190e2a0f64be2834fa9db3509cc90c5b13a7c343e7ae003,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,98f37ab0176b98d48fa87188a367c0a55bb4bda1348481b4a14849ebf5578421,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,c13f7e8f7dbbd7b602d06dc37d978d3800e57d7dc80d21c6efdc1b8aaca1fde0,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,892d800288eac84e081dcc540c9f472f7ea0ea6314ba3cc5b0f9fa667b0e9a63,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,ad2c26b6cd829fb098eb346e6f561a37bb373867519615239a3f24b38238c9af,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,ab8adee3cf7e986b18bd5df7b0d95c070070433b3072c564d80270e4e6ef2afd,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,916e3a8fca5832dd6592b9c98d07f0c6d9d107ba5ff85b3240b6f20da136b8e7,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,f1b008e687d74771c04856f5d2a98f572b757c18d77bc862c0b510f0b942441d,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,5bfa007cebedc49d1ba21d924292189c112d6dbc38e393553a9cce90f8c856cc,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,4a845009474ceafd6ae9f1177c73e9460325d41f4ea391a5e70a0235cb0e9fab,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,881925714ddac96a1f8684f62b07093eb6cd5c4fb84c13db0138f3d2fc319a89,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,17dd675d2ad8057015113f3a036a47cf06967f2151a33069230eb356024f645a,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MATCHED_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MEAN_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,4cf04d15cc3cc9a386b8af41640cc0c1399098b54652bb6376e2e3f901e7ee12,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MEAN_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MEAN_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,f5fb17b27b26be469b073bd0981c39b2d0259450f11dfdb98d9f41cb990569d6,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MEAN_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_MEAN_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,91d8d96b5c616640886b93288f847ba732392660b01ce9c40df665adebcc35c7,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_MEAN_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_TRUE_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,54fc98f7d3297267dab59f0261ef4eb5d14e1b97b608f44a4c4d3df5e59d14e3,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_TRUE_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_TRUE_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,93e6163cb85e4bcc72ce3ea310deba6fd0b365b81cbc888fc1ea029ef2993cc8,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_TRUE_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_lopo_TENX99_S2-50_TRUE_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,d28394cb46d9537e4fb06e70cb5886653c725397bdb25c0d314bbfa73b2ce5bf,,checkpoints/models/C4/C4B/models/C4B_lopo_TENX99_S2-50_TRUE_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,9ddac66d8cf8d3bd9503e91ef4e8cb42bb37dcfea9ae596e91e16c3d188977d7,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,0d2f0522f42199baed61ad05d7c3b30afde2df6b0df6337b14473a5cfc0a5137,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,7667bb4b01ed3de2549216303e5dee5ee7bd7943080199a4b14eb420aa08b03a,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,6fbda47c50c99d2cd28b9264bacfdb3fc6064ff34409d94963cd097161f38f6e,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,713c73c60a88561205f636ea55647dfb11439908ca24f78259dc6f8ceb18dade,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,88a6d7403ffca45629f8ff36c7f2c606daa55d2213ab6696f46d196524292b44,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,91eae28a65ccf4ba9d4d4625cc74b578d0ada2217f13fbef4ee7bb7f52113d7b,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,1cc2fe036596a434a96b40ede4bd575d58dfce385a0ad2f275443a33a59b8145,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,d631541922cd935ae4f93c6403f20f4a930202c5abcd71cf00448ea9f2719c05,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,9437b91f2c8b5c789b747c934bd934f1a6839716dac55c1bd3bbe093e559a014,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,889269015ef8e67189014111b8aeb55c5689ef369461aad1d1e9e04864b9acb4,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,016c1abdeb77c0d66f73bdcd2bda5543831ede21590fe17e3285f7d318cd724a,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,a1904d76ac1fc688553f9194aa55169c17afcc0ff62c268e811c0437339be790,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,c8d80c28c582dc3a0b6f8f5aff56680a24e931524d6ee23dd278532e11d9c039,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,612ddd3fa1fc6c0f391741c6978c2eeff75f55e870f4fd42834fa3eacf18d9eb,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MATCHED_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MEAN_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,a12bd924e84fb1ca1842202a412f956bc7d7e16b7471dcdf3c697fd9ae044591,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MEAN_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MEAN_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,49b1d77f488e65003cc31237b3222b73d131cac899bafae108eb3636fa648cfb,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MEAN_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_MEAN_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,a0bd26e04a7d3c64b8994bc653235998596f9a8bdcde1778e7959548d36f2821,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_MEAN_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_TRUE_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,cb3a2cf11d02f8fd8a2c6fc04446958665a10a947213fd0b9d9135df9c04ccd1,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_TRUE_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_TRUE_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,f2ffbbdf8dc59cab368d0484b3e7a0d9537689926dc076b0d6cbbdbad0250d90,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_TRUE_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-280_TRUE_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,64fb32204f86ff3380540cdeaf235d7e066acc90888ab57a3c9b1ccfe459bc81,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-280_TRUE_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s0_g0.pt,historical_supporting,ORIGINAL_MISSING,a98d798ce3f70fe76c7658fa2e8d45b7601c1ed8d1a3ba693109829026af7f2c,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s0_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s0_g1.pt,historical_supporting,ORIGINAL_MISSING,754b807126c01560026e2bd75ad9d25ac61154b9e363b8208b7a52b1f14e759a,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s0_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s0_g2.pt,historical_supporting,ORIGINAL_MISSING,18033a8a036cdac8c7b1a51bfc498b63ab685701c618314460f668afd8c9555e,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s0_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s0_g3.pt,historical_supporting,ORIGINAL_MISSING,eb24be0d84d0b8ecef2bef037a11d8ea45c91a30a9f1bddfa1a639cd9142f8bf,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s0_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s0_g4.pt,historical_supporting,ORIGINAL_MISSING,db973cd079d8dea2e04b13e1cada1901ce6699d53d991e0034d3933a152c9dad,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s0_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s1_g0.pt,historical_supporting,ORIGINAL_MISSING,031bbab7cf2b5abbfa299a929d4c9b4921760c0d7fef9f573c30c39acf5deb68,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s1_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s1_g1.pt,historical_supporting,ORIGINAL_MISSING,5aa7a8943b67200d7908f007595fda7d3dfd28de748ca1d95e1afe48eddc27d7,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s1_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s1_g2.pt,historical_supporting,ORIGINAL_MISSING,d14d1e64ae45c68db88f6f38be9ea3f27fa5367ab2ced26e8587b4ba0c8dcd60,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s1_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s1_g3.pt,historical_supporting,ORIGINAL_MISSING,f9c4268888734d356d405182b896df06412c90e894288ebad217247fb9597062,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s1_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s1_g4.pt,historical_supporting,ORIGINAL_MISSING,e2909be43237bdc00aa6a7e41d29c3df8bddf394187e73687e13d251a7303270,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s1_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s2_g0.pt,historical_supporting,ORIGINAL_MISSING,a48f5660a9b72c82c5b42772eaab21e4d9b8b05e0a9d23f54f5037cf4443e117,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s2_g0.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s2_g1.pt,historical_supporting,ORIGINAL_MISSING,31b88a985856cc090d89ed09732fcbf573302c16ee929391ef78a40f8850fd2b,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s2_g1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s2_g2.pt,historical_supporting,ORIGINAL_MISSING,b9da8b0b8d26658677b03236981ee6007dfda3db281c14471a868236c1532bd1,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s2_g2.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s2_g3.pt,historical_supporting,ORIGINAL_MISSING,a18e5ee8af5ecac0804a0342d8ad56ac43be34f3e8c83839195127c8ce68bb9e,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s2_g3.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s2_g4.pt,historical_supporting,ORIGINAL_MISSING,5a3d32f56cf7b1ac9cb56ce1cb9e27d185fc632acc7742e378478ea925fd9744,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MATCHED_s2_g4.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MEAN_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,711b6efa5c5e20cd35e35285eb8bc9a4377fedbb30d9017597ed5dcbf7c473c4,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MEAN_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MEAN_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,0ee14c6920a889081ec730c335c1270495cb8b1af363b9b6b884159488898d0a,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MEAN_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_MEAN_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,9e059b42cbff948017971c3726c3701ffdfe0f68fdf58088e4744326ce962ecb,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_MEAN_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_TRUE_s0_g-1.pt,historical_supporting,ORIGINAL_MISSING,44a220f1c11ba14ea7aa808e23909516adece22240c4dd27d63101b7080f1e96,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_TRUE_s0_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_TRUE_s1_g-1.pt,historical_supporting,ORIGINAL_MISSING,15c7be815930d85315996d9726e264d3e854d36be1633f4ee468f45bce885b76,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_TRUE_s1_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C4/C4B/models/C4B_primary_primary_S2-50_TRUE_s2_g-1.pt,historical_supporting,ORIGINAL_MISSING,26a60a388fc9ac4223863b2711af8eb85c2f0ea8f3143fe91492715e2fdfa279,,checkpoints/models/C4/C4B/models/C4B_primary_primary_S2-50_TRUE_s2_g-1.pt,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B0_NCBI783_S2-280.npz,historical_supporting,ORIGINAL_MISSING,d4d4e8443dce9e0ffd646af83a7a54e0bdc23a440eabf871748b66a24cf9d2bc,,checkpoints/models/C5/models/B0_NCBI783_S2-280.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B0_NCBI783_S2-50.npz,historical_supporting,ORIGINAL_MISSING,3d8db1771a6315a9bc6ff8eb5e16d04ce008382c8acf79b442219ff0bc0882c7,,checkpoints/models/C5/models/B0_NCBI783_S2-50.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B0_NCBI785_S2-280.npz,historical_supporting,ORIGINAL_MISSING,622800ddb0de05b25772f90ba67bd7fdcd7b5a21fbf3b9704039f7eac80e16db,,checkpoints/models/C5/models/B0_NCBI785_S2-280.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B0_NCBI785_S2-50.npz,historical_supporting,ORIGINAL_MISSING,83d07e1d469d4c025faee3d4a166e439466c21ef12e436716740e447deb96c22,,checkpoints/models/C5/models/B0_NCBI785_S2-50.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B0_TENX95_S2-280.npz,historical_supporting,ORIGINAL_MISSING,de4b941790bc89e54242730e832a44ab627c222eeec42e29ce74eeb8a186b9f2,,checkpoints/models/C5/models/B0_TENX95_S2-280.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B0_TENX95_S2-50.npz,historical_supporting,ORIGINAL_MISSING,93d9574c309b345a012ca9a8f338cd619132c218f85241689b50fe8a180394b0,,checkpoints/models/C5/models/B0_TENX95_S2-50.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B0_TENX99_S2-280.npz,historical_supporting,ORIGINAL_MISSING,1028886e242a26e4e77a2c21b904cbfebd6adb8f907640d540448a5070efc0a5,,checkpoints/models/C5/models/B0_TENX99_S2-280.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B0_TENX99_S2-50.npz,historical_supporting,ORIGINAL_MISSING,8cb546a686e8015dba556d1a7cc5c47f114601172e140e884f9463b4864b8dec,,checkpoints/models/C5/models/B0_TENX99_S2-50.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B0_primary_S2-250.npz,historical_supporting,ORIGINAL_MISSING,f062bc556be19db90880647ac37bff9f0da79372494d21a42787f3809a6618b1,,checkpoints/models/C5/models/B0_primary_S2-250.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B0_primary_S2-280.npz,historical_supporting,ORIGINAL_MISSING,b3c01dd23b5cd8304756f5b58d211c389fb372b652e2c76ec51c34004353d51f,,checkpoints/models/C5/models/B0_primary_S2-280.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B0_primary_S2-50.npz,historical_supporting,ORIGINAL_MISSING,24624c4f2a00d1ea9df2843d20b9f53b1183f294b6778d27cef11dff623a5510,,checkpoints/models/C5/models/B0_primary_S2-50.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_NCBI783_pathology_encoder_1_S2-280_a10000.npz,historical_supporting,ORIGINAL_MISSING,b324bd3741d2beefcf49b1b2cf318bb0bbb2ca15a32217698405dd6a60bc0320,,checkpoints/models/C5/models/B4_NCBI783_pathology_encoder_1_S2-280_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_NCBI783_pathology_encoder_1_S2-50_a10000.npz,historical_supporting,ORIGINAL_MISSING,ac8d1236177e279c8cb2b8074ddeba3997766dfb23ae3fdbf48a285b44c92d56,,checkpoints/models/C5/models/B4_NCBI783_pathology_encoder_1_S2-50_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_NCBI783_resnet18_reference_S2-280_a10000.npz,historical_supporting,ORIGINAL_MISSING,bb6d560c7927604541b076aee12c58daaa28e45250066867b8075592dad9d937,,checkpoints/models/C5/models/B4_NCBI783_resnet18_reference_S2-280_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_NCBI783_resnet18_reference_S2-50_a10000.npz,historical_supporting,ORIGINAL_MISSING,0c47f77659e551c07b6a9b1a49897521c304668cc2db7baf342a0dae60b468c5,,checkpoints/models/C5/models/B4_NCBI783_resnet18_reference_S2-50_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_NCBI785_pathology_encoder_1_S2-280_a10000.npz,historical_supporting,ORIGINAL_MISSING,2b899f5432f6c0e434995252fc0f1f94e6ed54f5c3c9533502dc1c89d20b174c,,checkpoints/models/C5/models/B4_NCBI785_pathology_encoder_1_S2-280_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_NCBI785_pathology_encoder_1_S2-50_a10000.npz,historical_supporting,ORIGINAL_MISSING,dd6d993cedad8f13a1dad8aff34381ad2c2440f496473c2446d85183cf2fe60f,,checkpoints/models/C5/models/B4_NCBI785_pathology_encoder_1_S2-50_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_NCBI785_resnet18_reference_S2-280_a10000.npz,historical_supporting,ORIGINAL_MISSING,b5005fb9bdc0418e45d7635db031b0d43d6e868ee1c5dd4a2a9771ab94e341ac,,checkpoints/models/C5/models/B4_NCBI785_resnet18_reference_S2-280_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_NCBI785_resnet18_reference_S2-50_a10000.npz,historical_supporting,ORIGINAL_MISSING,6bdd79179bcebe8861be69bc5e4ea78078b85a2a1b9062e733671aa75581ce51,,checkpoints/models/C5/models/B4_NCBI785_resnet18_reference_S2-50_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_TENX95_pathology_encoder_1_S2-280_a10000.npz,historical_supporting,ORIGINAL_MISSING,de1d22021b30b3ef75f21cd32052155ea2f3b19f781c655429748ac8e2735539,,checkpoints/models/C5/models/B4_TENX95_pathology_encoder_1_S2-280_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_TENX95_pathology_encoder_1_S2-50_a10000.npz,historical_supporting,ORIGINAL_MISSING,f396fe1326f4305642e078ec825d6aaedbccecd85a8d5693074bb3bfa87bce6c,,checkpoints/models/C5/models/B4_TENX95_pathology_encoder_1_S2-50_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_TENX95_resnet18_reference_S2-280_a10000.npz,historical_supporting,ORIGINAL_MISSING,97015b3743c1213d3c1e0b38a6cd7bbb1616b848bf85ba91eb7e723672a83b4a,,checkpoints/models/C5/models/B4_TENX95_resnet18_reference_S2-280_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_TENX95_resnet18_reference_S2-50_a10000.npz,historical_supporting,ORIGINAL_MISSING,34ebf0ba664b2e10bfd37cd08b466d494058b00b5e7b8ca05b8aae74dab132bf,,checkpoints/models/C5/models/B4_TENX95_resnet18_reference_S2-50_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_TENX99_pathology_encoder_1_S2-280_a10000.npz,historical_supporting,ORIGINAL_MISSING,53a76cf0d2597c455835f3c75a8f461037e756abf7041d74cde38260b66d899e,,checkpoints/models/C5/models/B4_TENX99_pathology_encoder_1_S2-280_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_TENX99_pathology_encoder_1_S2-50_a10000.npz,historical_supporting,ORIGINAL_MISSING,94e58fb4238e71b90734b428bb02a6dd7a9223e41f36296b8d94241fa56851c5,,checkpoints/models/C5/models/B4_TENX99_pathology_encoder_1_S2-50_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_TENX99_resnet18_reference_S2-280_a10000.npz,historical_supporting,ORIGINAL_MISSING,044808cea004534c0da3eabf7777cc11a48a84a2531d95a238723b9e445c2342,,checkpoints/models/C5/models/B4_TENX99_resnet18_reference_S2-280_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_TENX99_resnet18_reference_S2-50_a10000.npz,historical_supporting,ORIGINAL_MISSING,19206df67f559dd07f2dd1c75f9beddef7bf34ba5e079d24877a1323cf934ded,,checkpoints/models/C5/models/B4_TENX99_resnet18_reference_S2-50_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_pathology_encoder_1_S2-250_a1.npz,historical_supporting,ORIGINAL_MISSING,a162aec487ad11223d01cb9c01fcbcdd89465421df459aa3ed887d3572dae54a,,checkpoints/models/C5/models/B4_primary_pathology_encoder_1_S2-250_a1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_pathology_encoder_1_S2-250_a100.npz,historical_supporting,ORIGINAL_MISSING,9146043b4286a54b30b28ce1bec9c28021deb3f0279137bb4ab486e87ab1ff70,,checkpoints/models/C5/models/B4_primary_pathology_encoder_1_S2-250_a100.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_pathology_encoder_1_S2-250_a10000.npz,historical_supporting,ORIGINAL_MISSING,9ff325d2538b7560f14af6fbf7776d5a2f380211b2141d6748073f1eb840d2f7,,checkpoints/models/C5/models/B4_primary_pathology_encoder_1_S2-250_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_pathology_encoder_1_S2-280_a1.npz,historical_supporting,ORIGINAL_MISSING,6ea0e05b525f9e1255b497716217bb26ef3d86f99750121be0945249ea84dd9f,,checkpoints/models/C5/models/B4_primary_pathology_encoder_1_S2-280_a1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_pathology_encoder_1_S2-280_a100.npz,historical_supporting,ORIGINAL_MISSING,c1edffd6221495efcdd91595331ccabc60213c95431a95f6178f17a58ac87d35,,checkpoints/models/C5/models/B4_primary_pathology_encoder_1_S2-280_a100.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_pathology_encoder_1_S2-280_a10000.npz,historical_supporting,ORIGINAL_MISSING,31c6d4be5e7d5938ad22d736e6ea9cb9ae08fca79f4564b7cd30fc32cbbe65da,,checkpoints/models/C5/models/B4_primary_pathology_encoder_1_S2-280_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_pathology_encoder_1_S2-50_a1.npz,historical_supporting,ORIGINAL_MISSING,15eac3212e4e7c5e70a2f5b306254ee272dd2a6587d1f82ab01d9999ac912262,,checkpoints/models/C5/models/B4_primary_pathology_encoder_1_S2-50_a1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_pathology_encoder_1_S2-50_a100.npz,historical_supporting,ORIGINAL_MISSING,21e1be25afd4a769cc81ce8306fc451a750136cf4c54c861d20496e0f9860ea0,,checkpoints/models/C5/models/B4_primary_pathology_encoder_1_S2-50_a100.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_pathology_encoder_1_S2-50_a10000.npz,historical_supporting,ORIGINAL_MISSING,d2d7c5b1df19e1525a44c5814752477b348907f21ec368b3cdf1d3ea2c1a75b8,,checkpoints/models/C5/models/B4_primary_pathology_encoder_1_S2-50_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_resnet18_reference_S2-250_a1.npz,historical_supporting,ORIGINAL_MISSING,bd975e9e8b2d83c1316205fe05bc1b45214f0e8cfe8628f25397a5b9fdd7a2d9,,checkpoints/models/C5/models/B4_primary_resnet18_reference_S2-250_a1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_resnet18_reference_S2-250_a100.npz,historical_supporting,ORIGINAL_MISSING,45f4cd783bcccdacb86ee66c685da01010d060043037e0612b9b26a8aaa1081f,,checkpoints/models/C5/models/B4_primary_resnet18_reference_S2-250_a100.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_resnet18_reference_S2-250_a10000.npz,historical_supporting,ORIGINAL_MISSING,33fe38d06d71c99c0bef217440449e38b2c61bf93c4c513b2bfb5bd2ae2151f4,,checkpoints/models/C5/models/B4_primary_resnet18_reference_S2-250_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_resnet18_reference_S2-280_a1.npz,historical_supporting,ORIGINAL_MISSING,542681bbc7176564fb84a03113f437f0608865674c9d1c7598c1431a7f8f6719,,checkpoints/models/C5/models/B4_primary_resnet18_reference_S2-280_a1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_resnet18_reference_S2-280_a100.npz,historical_supporting,ORIGINAL_MISSING,a90a4bd38a250e6f85e8a0e508507c4955f748a3861bd69ecf143d3ae161522f,,checkpoints/models/C5/models/B4_primary_resnet18_reference_S2-280_a100.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_resnet18_reference_S2-280_a10000.npz,historical_supporting,ORIGINAL_MISSING,93f9b830222f56a63a23cc5c361a59e3c579f1a86273cf51dffba6d9fa4d0d94,,checkpoints/models/C5/models/B4_primary_resnet18_reference_S2-280_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_resnet18_reference_S2-50_a1.npz,historical_supporting,ORIGINAL_MISSING,d4fc8ca5e6d4f9117f4504cc3d4b169d38d6381ee798ddb774b721d76d543e68,,checkpoints/models/C5/models/B4_primary_resnet18_reference_S2-50_a1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_resnet18_reference_S2-50_a100.npz,historical_supporting,ORIGINAL_MISSING,4fe483be67f0c80e3253e5a2d1d54829af733d5a7d8f881dd4aa67f58fc19d1b,,checkpoints/models/C5/models/B4_primary_resnet18_reference_S2-50_a100.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/B4_primary_resnet18_reference_S2-50_a10000.npz,historical_supporting,ORIGINAL_MISSING,01b997a399fcd537e608f794b0cf7b15962595279e472154615c211b819f418a,,checkpoints/models/C5/models/B4_primary_resnet18_reference_S2-50_a10000.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/PCA_NCBI783_pathology_encoder_1.npz,historical_supporting,ORIGINAL_MISSING,6178521ac2d19320344ef5db60123ef9cdd62f105f60cb199ad35580ab45cf7f,,checkpoints/models/C5/models/PCA_NCBI783_pathology_encoder_1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/PCA_NCBI783_resnet18_reference.npz,historical_supporting,ORIGINAL_MISSING,7b2d6d637254990415d1cf83d17618e27360708ef6caaf6e0ee42e2e0e9dc6e9,,checkpoints/models/C5/models/PCA_NCBI783_resnet18_reference.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/PCA_NCBI785_pathology_encoder_1.npz,historical_supporting,ORIGINAL_MISSING,f7c52c952ac85cad318a4302597dd77fbbe1fa8a37bb00f572cec5071a823888,,checkpoints/models/C5/models/PCA_NCBI785_pathology_encoder_1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/PCA_NCBI785_resnet18_reference.npz,historical_supporting,ORIGINAL_MISSING,e1259eec7227226b53b0cf8e998bb6d0271907beabc1f6d959ea476f36cc244b,,checkpoints/models/C5/models/PCA_NCBI785_resnet18_reference.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/PCA_TENX95_pathology_encoder_1.npz,historical_supporting,ORIGINAL_MISSING,e0d8906b4a393770274adfb8376431d926a76dad9845039b9a6fe0fdcd35480c,,checkpoints/models/C5/models/PCA_TENX95_pathology_encoder_1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/PCA_TENX95_resnet18_reference.npz,historical_supporting,ORIGINAL_MISSING,2049bb7b85f74e1c709cb1c4ea0466b27a273e4de4e32170e4901676a1d955e3,,checkpoints/models/C5/models/PCA_TENX95_resnet18_reference.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/PCA_TENX99_pathology_encoder_1.npz,historical_supporting,ORIGINAL_MISSING,061a82061f05f593e1510554df112ee4e01c345ee87e803a001dbf43ab26ae93,,checkpoints/models/C5/models/PCA_TENX99_pathology_encoder_1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/PCA_TENX99_resnet18_reference.npz,historical_supporting,ORIGINAL_MISSING,9f478d4a9b418aa4fbc8415ca90289945ba22bb3bc69045ecca1410457464b29,,checkpoints/models/C5/models/PCA_TENX99_resnet18_reference.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/PCA_primary_pathology_encoder_1.npz,historical_supporting,ORIGINAL_MISSING,900a9abfe7645adfc6d2b971ffd6b0c922af409a29e52d9663d1a44784f57517,,checkpoints/models/C5/models/PCA_primary_pathology_encoder_1.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +C5/models/PCA_primary_resnet18_reference.npz,historical_supporting,ORIGINAL_MISSING,606834ab0624cedb19c101e2ef4ae59d7b224d8bb4c7b8afc9b39866f8e7b415,,checkpoints/models/C5/models/PCA_primary_resnet18_reference.npz,False,Supporting historical state; not required for the declared primary replay. Not approximated. +journal_v2_local_local_seed0,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,515bfc33788defbbc49c46937a8b04ad2ba68a81cdc7ff038d466cc21d1a5e33,515bfc33788defbbc49c46937a8b04ad2ba68a81cdc7ff038d466cc21d1a5e33,checkpoints/journal_revision/hest_learned/journal_v2_local_local_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_mean_spatial_seed0,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,21ed2dd52699e8b9b8d25467efcf505eb1b3bb3d828ebdb93d799f879373f438,21ed2dd52699e8b9b8d25467efcf505eb1b3bb3d828ebdb93d799f879373f438,checkpoints/journal_revision/hest_learned/journal_v2_mean_spatial_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_mean_self_seed0,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,cc592fbcd1c42f3353d7a9731107612154c52fad3aabcdc58c3591364d3c50f3,cc592fbcd1c42f3353d7a9731107612154c52fad3aabcdc58c3591364d3c50f3,checkpoints/journal_revision/hest_learned/journal_v2_mean_self_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_mean_shuffled_seed0,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,8d67a100e7dc634e4b418a96d8bb30bac0b92488624a8b4ab9930e0b946f864f,8d67a100e7dc634e4b418a96d8bb30bac0b92488624a8b4ab9930e0b946f864f,checkpoints/journal_revision/hest_learned/journal_v2_mean_shuffled_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_spatial_seed0,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,a9428b0c220db0206e0d6626788e96b56ffc64ddb7383913049bffcb30bbe824,a9428b0c220db0206e0d6626788e96b56ffc64ddb7383913049bffcb30bbe824,checkpoints/journal_revision/hest_learned/journal_v2_gcn_spatial_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_self_seed0,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,6ed79fc7b75127d754e6381093fcd16c5389dc7273acc74c94ebe43e660d9eec,6ed79fc7b75127d754e6381093fcd16c5389dc7273acc74c94ebe43e660d9eec,checkpoints/journal_revision/hest_learned/journal_v2_gcn_self_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_shuffled_seed0,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,6766cb8c20d93ff5a49585db36c2c7578276df12ad69e772d7600505065226ca,6766cb8c20d93ff5a49585db36c2c7578276df12ad69e772d7600505065226ca,checkpoints/journal_revision/hest_learned/journal_v2_gcn_shuffled_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_spatial_seed0,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,6ee451c01e3fb55aad3de5081f4b26d432ac5eb35b962459f8646704f347b939,6ee451c01e3fb55aad3de5081f4b26d432ac5eb35b962459f8646704f347b939,checkpoints/journal_revision/hest_learned/journal_v2_sage_spatial_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_self_seed0,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,2fd32f87b7571c74ce04bb921509b2d7ceb0f0972d32edc30398741a94affb10,2fd32f87b7571c74ce04bb921509b2d7ceb0f0972d32edc30398741a94affb10,checkpoints/journal_revision/hest_learned/journal_v2_sage_self_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_shuffled_seed0,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,e334a94f0be3185210df837d53b786c8896ea1a48bca4f61367ab59d07a628f9,e334a94f0be3185210df837d53b786c8896ea1a48bca4f61367ab59d07a628f9,checkpoints/journal_revision/hest_learned/journal_v2_sage_shuffled_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_local_local_seed1,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,3c1ce80fb138f92b98f76a06295bc6f24827c9a4aa57a15754ef49655f786784,3c1ce80fb138f92b98f76a06295bc6f24827c9a4aa57a15754ef49655f786784,checkpoints/journal_revision/hest_learned/journal_v2_local_local_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_mean_spatial_seed1,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,afcb75c09847d420d8dc4eca598b666b45d8ee4cf4a0259df0d389ed70131dcf,afcb75c09847d420d8dc4eca598b666b45d8ee4cf4a0259df0d389ed70131dcf,checkpoints/journal_revision/hest_learned/journal_v2_mean_spatial_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_mean_self_seed1,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,c94a5fa98a3f553f3a510462363e34cf41faf241840207c9842a07b0f9f16d4d,c94a5fa98a3f553f3a510462363e34cf41faf241840207c9842a07b0f9f16d4d,checkpoints/journal_revision/hest_learned/journal_v2_mean_self_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_mean_shuffled_seed1,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,bd532a2e4cea2d445ee89f40e83b09b47c5f6d644b0b9dfa558c1b72ee34c977,bd532a2e4cea2d445ee89f40e83b09b47c5f6d644b0b9dfa558c1b72ee34c977,checkpoints/journal_revision/hest_learned/journal_v2_mean_shuffled_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_spatial_seed1,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,229faf4dc5e9bb8b7de7d43ea2ddba3b66cebd43104dc71a9ba563ee97f2135c,229faf4dc5e9bb8b7de7d43ea2ddba3b66cebd43104dc71a9ba563ee97f2135c,checkpoints/journal_revision/hest_learned/journal_v2_gcn_spatial_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_self_seed1,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,53ca842e165c4de6ac86972fec9284c623dd8a9c3ae84a68a8ba9cda920fe8f8,53ca842e165c4de6ac86972fec9284c623dd8a9c3ae84a68a8ba9cda920fe8f8,checkpoints/journal_revision/hest_learned/journal_v2_gcn_self_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_shuffled_seed1,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,82ae026d6a1a5d4ddd1b44987d0f02d98cd80f3064475941082f9380b7bd5ee5,82ae026d6a1a5d4ddd1b44987d0f02d98cd80f3064475941082f9380b7bd5ee5,checkpoints/journal_revision/hest_learned/journal_v2_gcn_shuffled_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_spatial_seed1,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,19868f809844bc20c2da24def09e45123bf22f085470eeef5ba22ee97979ecc7,19868f809844bc20c2da24def09e45123bf22f085470eeef5ba22ee97979ecc7,checkpoints/journal_revision/hest_learned/journal_v2_sage_spatial_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_self_seed1,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,4e85d89d2001b65dea5cb64d924281c17488d3b313e7272403c05005bc62ddc2,4e85d89d2001b65dea5cb64d924281c17488d3b313e7272403c05005bc62ddc2,checkpoints/journal_revision/hest_learned/journal_v2_sage_self_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_shuffled_seed1,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,f3ad2aab55cf436cb18432ac7bcfa1f21d0bf5ccb4cd6ee56fc49dd9f609f287,f3ad2aab55cf436cb18432ac7bcfa1f21d0bf5ccb4cd6ee56fc49dd9f609f287,checkpoints/journal_revision/hest_learned/journal_v2_sage_shuffled_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_local_local_seed2,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,b13e1a7db5c5e122c612d015c6aa49b9ad0e24d82e7af84ece5158bfc020aeef,b13e1a7db5c5e122c612d015c6aa49b9ad0e24d82e7af84ece5158bfc020aeef,checkpoints/journal_revision/hest_learned/journal_v2_local_local_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_mean_spatial_seed2,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,ed69bd43a19f32923421201ca541d0186d2f458ac350fda5253e90165ea41f99,ed69bd43a19f32923421201ca541d0186d2f458ac350fda5253e90165ea41f99,checkpoints/journal_revision/hest_learned/journal_v2_mean_spatial_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_mean_self_seed2,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,39d81d9931d8ff7d5f8ed4ef25bd7180234319a89c6f7b2cf475dfddedde715d,39d81d9931d8ff7d5f8ed4ef25bd7180234319a89c6f7b2cf475dfddedde715d,checkpoints/journal_revision/hest_learned/journal_v2_mean_self_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_mean_shuffled_seed2,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,95330f3b0e1f4cb6f16810070d47517b2eae62e7086d01012dcb9e87e7f5a4c6,95330f3b0e1f4cb6f16810070d47517b2eae62e7086d01012dcb9e87e7f5a4c6,checkpoints/journal_revision/hest_learned/journal_v2_mean_shuffled_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_spatial_seed2,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,5926ad8661787b3e61da8dd04ccb096575d5a13be6b4bafbb030849a00fd9f3f,5926ad8661787b3e61da8dd04ccb096575d5a13be6b4bafbb030849a00fd9f3f,checkpoints/journal_revision/hest_learned/journal_v2_gcn_spatial_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_self_seed2,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,f61b451ffd0010eaab3020d1edf802b3f30de2a3e10dacbf7791b31932c19c46,f61b451ffd0010eaab3020d1edf802b3f30de2a3e10dacbf7791b31932c19c46,checkpoints/journal_revision/hest_learned/journal_v2_gcn_self_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_shuffled_seed2,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,7a701772f26a6ab3c299e269d488771af6fd445815f01b10be48681802c52543,7a701772f26a6ab3c299e269d488771af6fd445815f01b10be48681802c52543,checkpoints/journal_revision/hest_learned/journal_v2_gcn_shuffled_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_spatial_seed2,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,e3631642f0252b49f59a8d47b05a5d90bc5d5f273fb706ad1c4efcdd80972024,e3631642f0252b49f59a8d47b05a5d90bc5d5f273fb706ad1c4efcdd80972024,checkpoints/journal_revision/hest_learned/journal_v2_sage_spatial_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_self_seed2,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,0506ab036514f24336dac6f382faffecd177ab00df7a12afc9e477691506d71b,0506ab036514f24336dac6f382faffecd177ab00df7a12afc9e477691506d71b,checkpoints/journal_revision/hest_learned/journal_v2_sage_self_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_shuffled_seed2,minibatch_30,NEW_STATE_FOUND_AND_HASH_VERIFIED,21143e1f1b5d8d23ec3bbc5ae7c31ec37958aef70be7355bdec9294364452609,21143e1f1b5d8d23ec3bbc5ae7c31ec37958aef70be7355bdec9294364452609,checkpoints/journal_revision/hest_learned/journal_v2_sage_shuffled_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +distance_disabled_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,8d2a290992f5d14c5e50227096c3343a97be5c9beef42444c8f571e550c674e8,8d2a290992f5d14c5e50227096c3343a97be5c9beef42444c8f571e550c674e8,checkpoints/journal_revision/transformer_egnn/distance_disabled_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +distance_disabled_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,eb2ef59f070565da65d56c9002c166dbbccff10479c8d6de9c4bf5fe118a557c,eb2ef59f070565da65d56c9002c166dbbccff10479c8d6de9c4bf5fe118a557c,checkpoints/journal_revision/transformer_egnn/distance_disabled_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +distance_disabled_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,7b569d060f7e8bc1e8691113b6e04aa345af0ea814ea91d72b3732b2a9aed4e9,7b569d060f7e8bc1e8691113b6e04aa345af0ea814ea91d72b3732b2a9aed4e9,checkpoints/journal_revision/transformer_egnn/distance_disabled_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +distance_fixed_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,413fa28b7a1136f1cd9252ea156ad676ec345f72a4de7e63b025d9183eba3a4b,413fa28b7a1136f1cd9252ea156ad676ec345f72a4de7e63b025d9183eba3a4b,checkpoints/journal_revision/transformer_egnn/distance_fixed_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +distance_fixed_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,682e928e5481a3befb577e216e1d9588c7907d39afced518b1c554c8fb49c89b,682e928e5481a3befb577e216e1d9588c7907d39afced518b1c554c8fb49c89b,checkpoints/journal_revision/transformer_egnn/distance_fixed_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +distance_fixed_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,5ca02d026a7ac0f0412e985d949c0724d7481fa6f02311c8ef473f5ccd8d2430,5ca02d026a7ac0f0412e985d949c0724d7481fa6f02311c8ef473f5ccd8d2430,checkpoints/journal_revision/transformer_egnn/distance_fixed_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +egnn_degree_length_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,29107687faf0db8d62d690a12bd79fa4068c2914d411e7ca98bc1604374f0bb8,29107687faf0db8d62d690a12bd79fa4068c2914d411e7ca98bc1604374f0bb8,checkpoints/journal_revision/transformer_egnn/egnn_degree_length_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +egnn_degree_length_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,686d34130c7d615dfe870b394bb703d5146e4811a473e5614b49aaab192b1e7c,686d34130c7d615dfe870b394bb703d5146e4811a473e5614b49aaab192b1e7c,checkpoints/journal_revision/transformer_egnn/egnn_degree_length_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +egnn_degree_length_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,cf2c433ec75331c76ffa1feb5117f02fa590bf656c6b4fd11145e322736b5087,cf2c433ec75331c76ffa1feb5117f02fa590bf656c6b4fd11145e322736b5087,checkpoints/journal_revision/transformer_egnn/egnn_degree_length_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +egnn_latent_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,771666ef3b9c639706db2e812b97a8200aded2ff9d3b28721e1436ea81aa34ff,771666ef3b9c639706db2e812b97a8200aded2ff9d3b28721e1436ea81aa34ff,checkpoints/journal_revision/transformer_egnn/egnn_latent_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +egnn_latent_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,41b504b58fdee283f483e3b943d2913869ffeb25b3dc1bf76944cb5f50af2be8,41b504b58fdee283f483e3b943d2913869ffeb25b3dc1bf76944cb5f50af2be8,checkpoints/journal_revision/transformer_egnn/egnn_latent_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +egnn_latent_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,4aeb671cf1d469e9771a31c05737d5f986cbb6b7c52a5d74af1080d72f3ba5be,4aeb671cf1d469e9771a31c05737d5f986cbb6b7c52a5d74af1080d72f3ba5be,checkpoints/journal_revision/transformer_egnn/egnn_latent_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +egnn_self_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,49e8d0d81c6d1deea3059729ce89f1b25e8f61fbfea7cc2420113b50e5e8a8fa,49e8d0d81c6d1deea3059729ce89f1b25e8f61fbfea7cc2420113b50e5e8a8fa,checkpoints/journal_revision/transformer_egnn/egnn_self_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +egnn_self_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,3bdc75dfd198a92fd2561cb6871dacd906165c9b8f2eef66883ef2df4af47988,3bdc75dfd198a92fd2561cb6871dacd906165c9b8f2eef66883ef2df4af47988,checkpoints/journal_revision/transformer_egnn/egnn_self_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +egnn_self_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,90ebd5d6fd04453e0d47143652afb6079e5324c6e07241f17a7f2c49ed343b27,90ebd5d6fd04453e0d47143652afb6079e5324c6e07241f17a7f2c49ed343b27,checkpoints/journal_revision/transformer_egnn/egnn_self_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +egnn_shuffled_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,6500a4655143b3f9be208de89e2b0012af5834498dddb1f36a08132f237b0bc1,6500a4655143b3f9be208de89e2b0012af5834498dddb1f36a08132f237b0bc1,checkpoints/journal_revision/transformer_egnn/egnn_shuffled_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +egnn_shuffled_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,de77cae78e0b9e580ecc49bfdaf7d7143d07cf89e385c76727aa82ae53e70e5c,de77cae78e0b9e580ecc49bfdaf7d7143d07cf89e385c76727aa82ae53e70e5c,checkpoints/journal_revision/transformer_egnn/egnn_shuffled_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +egnn_shuffled_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,4b8fa99d0def6064718bde47a1f8e24e651e4196225765d071cf52fa6fa92362,4b8fa99d0def6064718bde47a1f8e24e651e4196225765d071cf52fa6fa92362,checkpoints/journal_revision/transformer_egnn/egnn_shuffled_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_degree_length_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,f748e2f03307b4522fc13fbee4aea96b25dd273129ce633ce42eba1a3790d175,f748e2f03307b4522fc13fbee4aea96b25dd273129ce633ce42eba1a3790d175,checkpoints/journal_revision/transformer_egnn/gps_degree_length_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_degree_length_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,d9646fd4c4f70ba2a32b220bc0ac3bc4929eb98059609276e85daebfdc3f2ed5,d9646fd4c4f70ba2a32b220bc0ac3bc4929eb98059609276e85daebfdc3f2ed5,checkpoints/journal_revision/transformer_egnn/gps_degree_length_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_degree_length_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,5519c749ba436a11a70889ea2a8f6f2ec7b259cfeb3245189893494dbf841781,5519c749ba436a11a70889ea2a8f6f2ec7b259cfeb3245189893494dbf841781,checkpoints/journal_revision/transformer_egnn/gps_degree_length_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_full_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,9e74e837e6caccb50310deefa058871d2ce8c25aa687953e0bc6e490eb880035,9e74e837e6caccb50310deefa058871d2ce8c25aa687953e0bc6e490eb880035,checkpoints/journal_revision/transformer_egnn/gps_full_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_full_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,99ba128511022810760d60547c15f65b39e0688863076e9ed4919f466a88c747,99ba128511022810760d60547c15f65b39e0688863076e9ed4919f466a88c747,checkpoints/journal_revision/transformer_egnn/gps_full_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_full_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,a31ba536664ae92da8632871cd70a9cfe6247a81e6b0a75cac19a2049932bb6c,a31ba536664ae92da8632871cd70a9cfe6247a81e6b0a75cac19a2049932bb6c,checkpoints/journal_revision/transformer_egnn/gps_full_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_local_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,29a71f96432ff57e563a6308fd74ea62d46542adb54da458c47fbf76e58ad279,29a71f96432ff57e563a6308fd74ea62d46542adb54da458c47fbf76e58ad279,checkpoints/journal_revision/transformer_egnn/gps_local_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_local_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,e62d05c41eb67fc6c31cb2bd5fabc67b4a213a3426edd9e7401bc7e52814cf3a,e62d05c41eb67fc6c31cb2bd5fabc67b4a213a3426edd9e7401bc7e52814cf3a,checkpoints/journal_revision/transformer_egnn/gps_local_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_local_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,da35d85a003181398c2d1f9ecf5c9f4935013d94aacc2b8eda7ff24b4f8c52c9,da35d85a003181398c2d1f9ecf5c9f4935013d94aacc2b8eda7ff24b4f8c52c9,checkpoints/journal_revision/transformer_egnn/gps_local_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_no_relative_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,1eb74c856525323ecda75830fb9eeba53df4465d218e4574aaec57e5de98311e,1eb74c856525323ecda75830fb9eeba53df4465d218e4574aaec57e5de98311e,checkpoints/journal_revision/transformer_egnn/gps_no_relative_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_no_relative_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,f4c04bc7672c777c1bb721273b151f635076c9a6915f82ff6d6c6353036045c8,f4c04bc7672c777c1bb721273b151f635076c9a6915f82ff6d6c6353036045c8,checkpoints/journal_revision/transformer_egnn/gps_no_relative_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_no_relative_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,d80f42adc165d36ed2e0f362f57afe1b523f32b4d784931820e7a6a23b7aeac5,d80f42adc165d36ed2e0f362f57afe1b523f32b4d784931820e7a6a23b7aeac5,checkpoints/journal_revision/transformer_egnn/gps_no_relative_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_self_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,83cf75f377dc61fb99e5db5940005ab3ca894c2833c4f538584999d68278d07f,83cf75f377dc61fb99e5db5940005ab3ca894c2833c4f538584999d68278d07f,checkpoints/journal_revision/transformer_egnn/gps_self_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_self_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,b51e00ef501cb0d7f021ed38dd803d191c7c9bb57a01180c51385087c41bcae6,b51e00ef501cb0d7f021ed38dd803d191c7c9bb57a01180c51385087c41bcae6,checkpoints/journal_revision/transformer_egnn/gps_self_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_self_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,ef616ab5695225b49d099eca4b095de36a5f67fb25d2f1dab6a29729caf0f74d,ef616ab5695225b49d099eca4b095de36a5f67fb25d2f1dab6a29729caf0f74d,checkpoints/journal_revision/transformer_egnn/gps_self_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_shuffled_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,7634dd1eb773267af1193b6a814ecf059ed158be611d4e2c94341655a416a33a,7634dd1eb773267af1193b6a814ecf059ed158be611d4e2c94341655a416a33a,checkpoints/journal_revision/transformer_egnn/gps_shuffled_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_shuffled_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,afb6a49a846a5e198abe6446549154a8ca738d82a3960d46659f70ab0fee9201,afb6a49a846a5e198abe6446549154a8ca738d82a3960d46659f70ab0fee9201,checkpoints/journal_revision/transformer_egnn/gps_shuffled_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +gps_shuffled_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,cfd13cd9ef7cffd823047110d3cb4d5c98442fb2958fa8a92bc40e94f6baf283,cfd13cd9ef7cffd823047110d3cb4d5c98442fb2958fa8a92bc40e94f6baf283,checkpoints/journal_revision/transformer_egnn/gps_shuffled_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +matched_gcn_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,c7a07b62287c1589cbd032da4b465859ec6edbf7aa93700c6ea3775b9866c368,c7a07b62287c1589cbd032da4b465859ec6edbf7aa93700c6ea3775b9866c368,checkpoints/journal_revision/transformer_egnn/matched_gcn_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +matched_gcn_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,2c5943839ace64a19f83503c57ca6ad9e3d5e75fa2233976d65a04bc0073fd88,2c5943839ace64a19f83503c57ca6ad9e3d5e75fa2233976d65a04bc0073fd88,checkpoints/journal_revision/transformer_egnn/matched_gcn_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +matched_gcn_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,f74a2fa048ce487605b008604c5bd49f333f48c60bd8f833049ded95fabfa03b,f74a2fa048ce487605b008604c5bd49f333f48c60bd8f833049ded95fabfa03b,checkpoints/journal_revision/transformer_egnn/matched_gcn_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +matched_local_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,eac8e960169ea161e86e948c1a85f7a5171ed0b370abcb4f6d25f3ce20d15313,eac8e960169ea161e86e948c1a85f7a5171ed0b370abcb4f6d25f3ce20d15313,checkpoints/journal_revision/transformer_egnn/matched_local_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +matched_local_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,49bf6fab58925f8ad60bf3b11e6a61a596d0011f4273202221b1db9b3ccf78a2,49bf6fab58925f8ad60bf3b11e6a61a596d0011f4273202221b1db9b3ccf78a2,checkpoints/journal_revision/transformer_egnn/matched_local_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +matched_local_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,32fcbbe763e2ee36326348c82686516a23b25c1effa5f7af606589dc2e3b3c9f,32fcbbe763e2ee36326348c82686516a23b25c1effa5f7af606589dc2e3b3c9f,checkpoints/journal_revision/transformer_egnn/matched_local_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +matched_mean_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,106d851126761ff1e4b9375b84d9889b4667155cf24f0c30fc895d9ed725e34e,106d851126761ff1e4b9375b84d9889b4667155cf24f0c30fc895d9ed725e34e,checkpoints/journal_revision/transformer_egnn/matched_mean_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +matched_mean_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,e3aa3ef4b3e0eb6afc64be6706aa01b426480f6ae80f918a70c57b17e0c66286,e3aa3ef4b3e0eb6afc64be6706aa01b426480f6ae80f918a70c57b17e0c66286,checkpoints/journal_revision/transformer_egnn/matched_mean_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +matched_mean_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,48a7876c44155c394d5cba380919fa7eb844534335d86bbaeb100f15743f0930,48a7876c44155c394d5cba380919fa7eb844534335d86bbaeb100f15743f0930,checkpoints/journal_revision/transformer_egnn/matched_mean_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +matched_sage_s0,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,040141d5ac53f380d04e569bea6568c4582f695fadb3964145f1020852078160,040141d5ac53f380d04e569bea6568c4582f695fadb3964145f1020852078160,checkpoints/journal_revision/transformer_egnn/matched_sage_seed0/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +matched_sage_s1,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,991552325b1d19a65b33344556b5d4295bf818850215400671d71628f9bc4778,991552325b1d19a65b33344556b5d4295bf818850215400671d71628f9bc4778,checkpoints/journal_revision/transformer_egnn/matched_sage_seed1/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +matched_sage_s2,advanced_48,NEW_STATE_FOUND_AND_HASH_VERIFIED,880c78ddc9838f17a3b3101874879cf942bfb4a25f064e8599cad5ecb28142fd,880c78ddc9838f17a3b3101874879cf942bfb4a25f064e8599cad5ecb28142fd,checkpoints/journal_revision/transformer_egnn/matched_sage_seed2/best.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_local_local_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,515bfc33788defbbc49c46937a8b04ad2ba68a81cdc7ff038d466cc21d1a5e33,515bfc33788defbbc49c46937a8b04ad2ba68a81cdc7ff038d466cc21d1a5e33,checkpoints/journal_revision/hest_learned/journal_v2_local_local_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_mean_spatial_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,21ed2dd52699e8b9b8d25467efcf505eb1b3bb3d828ebdb93d799f879373f438,21ed2dd52699e8b9b8d25467efcf505eb1b3bb3d828ebdb93d799f879373f438,checkpoints/journal_revision/hest_learned/journal_v2_mean_spatial_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_spatial_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,a9428b0c220db0206e0d6626788e96b56ffc64ddb7383913049bffcb30bbe824,a9428b0c220db0206e0d6626788e96b56ffc64ddb7383913049bffcb30bbe824,checkpoints/journal_revision/hest_learned/journal_v2_gcn_spatial_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_shuffled_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,6766cb8c20d93ff5a49585db36c2c7578276df12ad69e772d7600505065226ca,6766cb8c20d93ff5a49585db36c2c7578276df12ad69e772d7600505065226ca,checkpoints/journal_revision/hest_learned/journal_v2_gcn_shuffled_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_spatial_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,6ee451c01e3fb55aad3de5081f4b26d432ac5eb35b962459f8646704f347b939,6ee451c01e3fb55aad3de5081f4b26d432ac5eb35b962459f8646704f347b939,checkpoints/journal_revision/hest_learned/journal_v2_sage_spatial_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_shuffled_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,e334a94f0be3185210df837d53b786c8896ea1a48bca4f61367ab59d07a628f9,e334a94f0be3185210df837d53b786c8896ea1a48bca4f61367ab59d07a628f9,checkpoints/journal_revision/hest_learned/journal_v2_sage_shuffled_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_local_local_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,3c1ce80fb138f92b98f76a06295bc6f24827c9a4aa57a15754ef49655f786784,3c1ce80fb138f92b98f76a06295bc6f24827c9a4aa57a15754ef49655f786784,checkpoints/journal_revision/hest_learned/journal_v2_local_local_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_mean_spatial_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,afcb75c09847d420d8dc4eca598b666b45d8ee4cf4a0259df0d389ed70131dcf,afcb75c09847d420d8dc4eca598b666b45d8ee4cf4a0259df0d389ed70131dcf,checkpoints/journal_revision/hest_learned/journal_v2_mean_spatial_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_spatial_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,229faf4dc5e9bb8b7de7d43ea2ddba3b66cebd43104dc71a9ba563ee97f2135c,229faf4dc5e9bb8b7de7d43ea2ddba3b66cebd43104dc71a9ba563ee97f2135c,checkpoints/journal_revision/hest_learned/journal_v2_gcn_spatial_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_shuffled_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,82ae026d6a1a5d4ddd1b44987d0f02d98cd80f3064475941082f9380b7bd5ee5,82ae026d6a1a5d4ddd1b44987d0f02d98cd80f3064475941082f9380b7bd5ee5,checkpoints/journal_revision/hest_learned/journal_v2_gcn_shuffled_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_spatial_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,19868f809844bc20c2da24def09e45123bf22f085470eeef5ba22ee97979ecc7,19868f809844bc20c2da24def09e45123bf22f085470eeef5ba22ee97979ecc7,checkpoints/journal_revision/hest_learned/journal_v2_sage_spatial_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_shuffled_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,f3ad2aab55cf436cb18432ac7bcfa1f21d0bf5ccb4cd6ee56fc49dd9f609f287,f3ad2aab55cf436cb18432ac7bcfa1f21d0bf5ccb4cd6ee56fc49dd9f609f287,checkpoints/journal_revision/hest_learned/journal_v2_sage_shuffled_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_local_local_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,b13e1a7db5c5e122c612d015c6aa49b9ad0e24d82e7af84ece5158bfc020aeef,b13e1a7db5c5e122c612d015c6aa49b9ad0e24d82e7af84ece5158bfc020aeef,checkpoints/journal_revision/hest_learned/journal_v2_local_local_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_mean_spatial_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,ed69bd43a19f32923421201ca541d0186d2f458ac350fda5253e90165ea41f99,ed69bd43a19f32923421201ca541d0186d2f458ac350fda5253e90165ea41f99,checkpoints/journal_revision/hest_learned/journal_v2_mean_spatial_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_spatial_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,5926ad8661787b3e61da8dd04ccb096575d5a13be6b4bafbb030849a00fd9f3f,5926ad8661787b3e61da8dd04ccb096575d5a13be6b4bafbb030849a00fd9f3f,checkpoints/journal_revision/hest_learned/journal_v2_gcn_spatial_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_gcn_shuffled_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,7a701772f26a6ab3c299e269d488771af6fd445815f01b10be48681802c52543,7a701772f26a6ab3c299e269d488771af6fd445815f01b10be48681802c52543,checkpoints/journal_revision/hest_learned/journal_v2_gcn_shuffled_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_spatial_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,e3631642f0252b49f59a8d47b05a5d90bc5d5f273fb706ad1c4efcdd80972024,e3631642f0252b49f59a8d47b05a5d90bc5d5f273fb706ad1c4efcdd80972024,checkpoints/journal_revision/hest_learned/journal_v2_sage_spatial_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +journal_v2_sage_shuffled_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,21143e1f1b5d8d23ec3bbc5ae7c31ec37958aef70be7355bdec9294364452609,21143e1f1b5d8d23ec3bbc5ae7c31ec37958aef70be7355bdec9294364452609,checkpoints/journal_revision/hest_learned/journal_v2_sage_shuffled_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_local_local_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,4527c049ea1994f03c4ce0fb70779ef8fe5a2fd544ad7eb409ce8caecee40df5,4527c049ea1994f03c4ce0fb70779ef8fe5a2fd544ad7eb409ce8caecee40df5,checkpoints/journal_revision/backbone_graph_comparison/phikon_local_local_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_mean_spatial_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,6f6fb0217d3ce4d7e01f9fa62d87bf01dca7047ea364bdee0ac7527f3d218fdc,6f6fb0217d3ce4d7e01f9fa62d87bf01dca7047ea364bdee0ac7527f3d218fdc,checkpoints/journal_revision/backbone_graph_comparison/phikon_mean_spatial_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_gcn_spatial_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,a30850207f4ac1ff0c038b37344a680179b8f76dd3b636d7879a520a972259ef,a30850207f4ac1ff0c038b37344a680179b8f76dd3b636d7879a520a972259ef,checkpoints/journal_revision/backbone_graph_comparison/phikon_gcn_spatial_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_sage_spatial_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,d5a95a8ecf2a4bad78e51a26aad61e37aeaf6523bd957b13c6eea37f52dff29a,d5a95a8ecf2a4bad78e51a26aad61e37aeaf6523bd957b13c6eea37f52dff29a,checkpoints/journal_revision/backbone_graph_comparison/phikon_sage_spatial_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_gcn_shuffled_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,079d1017b0dccfd2134c1d7055f34864d9045669e8b9ebc9248cc3c5aa1bf01b,079d1017b0dccfd2134c1d7055f34864d9045669e8b9ebc9248cc3c5aa1bf01b,checkpoints/journal_revision/backbone_graph_comparison/phikon_gcn_shuffled_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_sage_shuffled_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,929d507a0823ca1259da2c18913c8f64a02b6575fb7ed30314e8c4d19921a374,929d507a0823ca1259da2c18913c8f64a02b6575fb7ed30314e8c4d19921a374,checkpoints/journal_revision/backbone_graph_comparison/phikon_sage_shuffled_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_local_local_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,49ad94733f131432fced72afd3d0da120f7a225e49a406833e5c4c54e137127a,49ad94733f131432fced72afd3d0da120f7a225e49a406833e5c4c54e137127a,checkpoints/journal_revision/backbone_graph_comparison/phikon_local_local_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_mean_spatial_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,d8c987c53c3e3fd20876008589f9ac56539ca6a303a81583aaab06c6de09a849,d8c987c53c3e3fd20876008589f9ac56539ca6a303a81583aaab06c6de09a849,checkpoints/journal_revision/backbone_graph_comparison/phikon_mean_spatial_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_gcn_spatial_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,3a9c9dbf6fd60535e48164f92f13017c105baed68e9d7e2bd6439fd37732c776,3a9c9dbf6fd60535e48164f92f13017c105baed68e9d7e2bd6439fd37732c776,checkpoints/journal_revision/backbone_graph_comparison/phikon_gcn_spatial_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_sage_spatial_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,2d1e1e0a07627909ccb51a6e373e2ddd87dcd62e1b3bd79db42201228faa470a,2d1e1e0a07627909ccb51a6e373e2ddd87dcd62e1b3bd79db42201228faa470a,checkpoints/journal_revision/backbone_graph_comparison/phikon_sage_spatial_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_gcn_shuffled_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,4ca87c4d92c30cf5b7f97fbdaba35d6924091cef8c28133c0444f77f56960384,4ca87c4d92c30cf5b7f97fbdaba35d6924091cef8c28133c0444f77f56960384,checkpoints/journal_revision/backbone_graph_comparison/phikon_gcn_shuffled_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_sage_shuffled_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,476d24968bbff230dd3ca7a0a505684d73f9c9c937d84918b378ad66dc1828c1,476d24968bbff230dd3ca7a0a505684d73f9c9c937d84918b378ad66dc1828c1,checkpoints/journal_revision/backbone_graph_comparison/phikon_sage_shuffled_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_local_local_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,7fd1049bb4e471d412da7b95079262986a5c5ec2cdf648c5275afd35d890e1fd,7fd1049bb4e471d412da7b95079262986a5c5ec2cdf648c5275afd35d890e1fd,checkpoints/journal_revision/backbone_graph_comparison/phikon_local_local_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_mean_spatial_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,61dad68a0c741e6a61a01d33e93f6569ce116e3e5a1c22b49ec6838d99d4ac83,61dad68a0c741e6a61a01d33e93f6569ce116e3e5a1c22b49ec6838d99d4ac83,checkpoints/journal_revision/backbone_graph_comparison/phikon_mean_spatial_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_gcn_spatial_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,c7fb07d026fdd699f11f87de219d2c7338f7f4786c7e61f0e34eb896d15c855f,c7fb07d026fdd699f11f87de219d2c7338f7f4786c7e61f0e34eb896d15c855f,checkpoints/journal_revision/backbone_graph_comparison/phikon_gcn_spatial_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_sage_spatial_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,f6e5b6957202a532329f3323e67f8511ccc7e0c46a744f3491a02832db4bf270,f6e5b6957202a532329f3323e67f8511ccc7e0c46a744f3491a02832db4bf270,checkpoints/journal_revision/backbone_graph_comparison/phikon_sage_spatial_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_gcn_shuffled_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,7832fd16c46e0014a30d78848d2221189050cd898801574792a85b19d6e15a3b,7832fd16c46e0014a30d78848d2221189050cd898801574792a85b19d6e15a3b,checkpoints/journal_revision/backbone_graph_comparison/phikon_gcn_shuffled_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_sage_shuffled_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,e490f865ac302013d24e8933f746f69ec4b197ad54b14fee454647f7cbf00211,e490f865ac302013d24e8933f746f69ec4b197ad54b14fee454647f7cbf00211,checkpoints/journal_revision/backbone_graph_comparison/phikon_sage_shuffled_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_local_local_lr1e4_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,38533c97c36e8f4295aa5e254e367cb89bd2697d47417d9d5ada87a2a4a73a19,38533c97c36e8f4295aa5e254e367cb89bd2697d47417d9d5ada87a2a4a73a19,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_local_local_lr1e4_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_mean_spatial_lr1e4_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,dba380d7506d66f9223452e0483df7b38a10a44cc8f2712e986f279ebc2163fd,dba380d7506d66f9223452e0483df7b38a10a44cc8f2712e986f279ebc2163fd,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_mean_spatial_lr1e4_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_gcn_spatial_lr1e4_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,9109dbd220483b5999b00ab64fab26b11241ad5bc164b67f272a7be9b836c7f9,9109dbd220483b5999b00ab64fab26b11241ad5bc164b67f272a7be9b836c7f9,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_gcn_spatial_lr1e4_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_sage_spatial_lr1e4_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,85997dec170ca1bceb61b30d8d558749bb4df536255ec04e7677dd1d973dab28,85997dec170ca1bceb61b30d8d558749bb4df536255ec04e7677dd1d973dab28,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_sage_spatial_lr1e4_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_gcn_shuffled_lr1e4_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,cbaec8983e083bfe1dfa7124bce64439e3127ebcf6bef2ada724eb945b6d75d1,cbaec8983e083bfe1dfa7124bce64439e3127ebcf6bef2ada724eb945b6d75d1,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_gcn_shuffled_lr1e4_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_sage_shuffled_lr1e4_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,5237de0284095b1780ef50d68ea4d6b9cb4fc22db3a28c07af226be5e70ee7b9,5237de0284095b1780ef50d68ea4d6b9cb4fc22db3a28c07af226be5e70ee7b9,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_sage_shuffled_lr1e4_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_local_local_lr1e4_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,f5647b4f8976f163b02843b21e01b79593a0d0feedecd6788a20f0147cd0fad8,f5647b4f8976f163b02843b21e01b79593a0d0feedecd6788a20f0147cd0fad8,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_local_local_lr1e4_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_mean_spatial_lr1e4_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,a524d3985d41749502418c4a8f625f1c0cd56b6c3d7265fd07267b121d524d36,a524d3985d41749502418c4a8f625f1c0cd56b6c3d7265fd07267b121d524d36,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_mean_spatial_lr1e4_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_gcn_spatial_lr1e4_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,a33eae3eeff0362c91712a9ece635511e89de6a663df067f9410cf5c94ca5321,a33eae3eeff0362c91712a9ece635511e89de6a663df067f9410cf5c94ca5321,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_gcn_spatial_lr1e4_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_sage_spatial_lr1e4_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,f10023cdb8e3f784b987b7cefc381073da547c646be34bed81af8c83295eaeac,f10023cdb8e3f784b987b7cefc381073da547c646be34bed81af8c83295eaeac,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_sage_spatial_lr1e4_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_gcn_shuffled_lr1e4_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,18994fae7183fb06d038cc58f70608858232b63194db710e530b6823e08b358c,18994fae7183fb06d038cc58f70608858232b63194db710e530b6823e08b358c,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_gcn_shuffled_lr1e4_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_sage_shuffled_lr1e4_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,d4452e836a8168d6ec4d39c5bf38d1e58aa557fa1729ec34c95185dc8f139ad5,d4452e836a8168d6ec4d39c5bf38d1e58aa557fa1729ec34c95185dc8f139ad5,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_sage_shuffled_lr1e4_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_local_local_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,7134798dff8f10e754c349425c8e2c955e7edf922281493a06e5a662dc52a104,7134798dff8f10e754c349425c8e2c955e7edf922281493a06e5a662dc52a104,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_local_local_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_mean_spatial_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,b11fadd07ae9d49a93c2fcba8b7f5c999cdb6f6d7e4facdd198a6121c068b6f6,b11fadd07ae9d49a93c2fcba8b7f5c999cdb6f6d7e4facdd198a6121c068b6f6,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_mean_spatial_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_gcn_spatial_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,425eb4dde935f518ca25b2eb9eb753f396a7b8058f185d8fbbf6830fc83c2f0b,425eb4dde935f518ca25b2eb9eb753f396a7b8058f185d8fbbf6830fc83c2f0b,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_gcn_spatial_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_sage_spatial_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,4a9d5d0b207df610633d82021eb916e1a03997a17180762649b062ff0927fce8,4a9d5d0b207df610633d82021eb916e1a03997a17180762649b062ff0927fce8,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_sage_spatial_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_gcn_shuffled_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,5cee6342a81bd34239ba77231bc3a99da45f523356261c9153697cce70d21112,5cee6342a81bd34239ba77231bc3a99da45f523356261c9153697cce70d21112,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_gcn_shuffled_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +resnet18_sage_shuffled_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,d05e6a6a853bddc149bebf407c9cd632f186340a453786e194fd7e3232dc1757,d05e6a6a853bddc149bebf407c9cd632f186340a453786e194fd7e3232dc1757,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/resnet18_sage_shuffled_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_local_local_lr1e4_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,d72448c4371bdce937d4ab2faeb5a206de83485d8c70b8302ec538340d7419af,d72448c4371bdce937d4ab2faeb5a206de83485d8c70b8302ec538340d7419af,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_local_local_lr1e4_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_mean_spatial_lr1e4_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,c88b7cb5fe9d0199d8bd3e1541b7a52467af1879e312ecca700527e38be080d1,c88b7cb5fe9d0199d8bd3e1541b7a52467af1879e312ecca700527e38be080d1,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_mean_spatial_lr1e4_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_gcn_spatial_lr1e4_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,19699812407a40cdcc426978fa7c4442bca6e3d4a4bf4d4260204105ba1af01d,19699812407a40cdcc426978fa7c4442bca6e3d4a4bf4d4260204105ba1af01d,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_gcn_spatial_lr1e4_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_sage_spatial_lr1e4_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,0b95af42d0efa17185ec4d0a4f0fb6bc8ac7aad0cba9ef6a775d2b2d6031fa9b,0b95af42d0efa17185ec4d0a4f0fb6bc8ac7aad0cba9ef6a775d2b2d6031fa9b,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_sage_spatial_lr1e4_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_gcn_shuffled_lr1e4_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,cc15be1adb6d345ace64f090db7689253a8afd676687a45f7879eeb27242ae27,cc15be1adb6d345ace64f090db7689253a8afd676687a45f7879eeb27242ae27,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_gcn_shuffled_lr1e4_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_sage_shuffled_lr1e4_seed0,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,92bb962747c2c4dfccb7196700cc9bf9ce3ffe227c8aa906cccfc1d948438410,92bb962747c2c4dfccb7196700cc9bf9ce3ffe227c8aa906cccfc1d948438410,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_sage_shuffled_lr1e4_seed0.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_local_local_lr1e4_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,3a28d83c4aa3caac0fd60801b20647422595e1b9208f13dfe12e7d65e721180c,3a28d83c4aa3caac0fd60801b20647422595e1b9208f13dfe12e7d65e721180c,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_local_local_lr1e4_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_mean_spatial_lr1e4_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,d81430e1db8899119663227163a771bb239112b8ccbfbf2445cbca942cccc66d,d81430e1db8899119663227163a771bb239112b8ccbfbf2445cbca942cccc66d,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_mean_spatial_lr1e4_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_gcn_spatial_lr1e4_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,9d66320b7129e0138668b1aa839ac7cb071153918624359ffe661cdb38e833e4,9d66320b7129e0138668b1aa839ac7cb071153918624359ffe661cdb38e833e4,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_gcn_spatial_lr1e4_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_sage_spatial_lr1e4_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,93b2331d8d80e28bce78b5cbc80298b18bd60cb05529ab3a12ee8ce86158de59,93b2331d8d80e28bce78b5cbc80298b18bd60cb05529ab3a12ee8ce86158de59,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_sage_spatial_lr1e4_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_gcn_shuffled_lr1e4_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,df3f9accadcae64bf62832a34bfdb425439017dfac7c2775e803380522387bd5,df3f9accadcae64bf62832a34bfdb425439017dfac7c2775e803380522387bd5,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_gcn_shuffled_lr1e4_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_sage_shuffled_lr1e4_seed1,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,3b530830da970f6192d2072910bb60ba029a24f5d3e35ccd5b53bbc0ea49b108,3b530830da970f6192d2072910bb60ba029a24f5d3e35ccd5b53bbc0ea49b108,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_sage_shuffled_lr1e4_seed1.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_local_local_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,a860a940d1e275ea558a3143209a1675532cdbb227b77a8f7386917b6c356388,a860a940d1e275ea558a3143209a1675532cdbb227b77a8f7386917b6c356388,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_local_local_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_mean_spatial_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,840423233ef70b16085b734791ee34c3b70f9ffec672f2c71f63d9b1bed99496,840423233ef70b16085b734791ee34c3b70f9ffec672f2c71f63d9b1bed99496,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_mean_spatial_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_gcn_spatial_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,5d4b19aabbc149d6547a6e857d8f5e5b743effe4e2119cc132c60696f3af1c6c,5d4b19aabbc149d6547a6e857d8f5e5b743effe4e2119cc132c60696f3af1c6c,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_gcn_spatial_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_sage_spatial_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,85f14000ddfb358a4262f93129ec04ac9a7b6fd8d096a5e0ae0e8cebf08e8836,85f14000ddfb358a4262f93129ec04ac9a7b6fd8d096a5e0ae0e8cebf08e8836,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_sage_spatial_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_gcn_shuffled_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,ac4212710d3469b6e36ce524fc0febda035328c6d1bcdab8c831609e3987d601,ac4212710d3469b6e36ce524fc0febda035328c6d1bcdab8c831609e3987d601,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_gcn_shuffled_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +phikon_sage_shuffled_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,966b7a494b0bc6d38f8ab64973111f11527c0fbd57d69b8ef8f52dbbd7a91309,966b7a494b0bc6d38f8ab64973111f11527c0fbd57d69b8ef8f52dbbd7a91309,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_sage_shuffled_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. diff --git a/reproduction/RECOVERED_BUNDLES.json b/reproduction/RECOVERED_BUNDLES.json new file mode 100644 index 000000000..b070649fd --- /dev/null +++ b/reproduction/RECOVERED_BUNDLES.json @@ -0,0 +1,32 @@ +[ + { + "path": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Transformer_EGNN_Full_Gene_Exports.zip", + "bytes": 522644836, + "sha256": "32a97ebc49b457f86213ee2b00a40978011d66adb7e843bb887c16029d8bd13b", + "manifest": "experiments/journal_revision/transformer_egnn/RELEASE_READY_MANIFEST.json" + }, + { + "path": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Transformer_EGNN_New_Heads.zip", + "bytes": 101647161, + "sha256": "25cbc73a81b5589c8e8e8ef04c9674382949509a85e84926819722d490ed3a05", + "manifest": "experiments/journal_revision/transformer_egnn/RELEASE_READY_MANIFEST.json" + }, + { + "path": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Matched_Backbone_Head_States.zip", + "bytes": 23902931, + "sha256": "9564efe6973314dfab5dd2837d8b581f1e79582faa972e5baab4c7524ee10c6b", + "manifest": "WEIGHT_BUNDLE_MANIFEST.json" + }, + { + "path": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Matched_Backbone_Numerical_Results.zip", + "bytes": 272509799, + "sha256": "62c442a300fc7f51dab84fd88c0b4137da94614588fde2a38ef3fbd048233e7b", + "manifest": "NUMERICAL_BUNDLE_MANIFEST.json" + }, + { + "path": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Journal_v2_New_Heads.zip", + "bytes": 8106735, + "sha256": "8823364ace9edf8437eed519ddf5af1e84784de65ad60c194611d895adc56cb8", + "manifest": "30 state member hashes verified against FIT_MANIFEST; archive hash newly recorded, not a recovered prior archive hash." + } +] diff --git a/reproduction/RECOVERY_REPORT.md b/reproduction/RECOVERY_REPORT.md new file mode 100644 index 000000000..fa719a58c --- /dev/null +++ b/reproduction/RECOVERY_REPORT.md @@ -0,0 +1,13 @@ +# Recovery report before retraining + +Base main: 67738be6f0aaace07b55afac44db3d3d23c41c9b, verified against GitHub. Branch: codex/reproduction-and-releases. + +The historical artifact directory is present on this machine. All five prepared numerical/head bundles exist. The 48-head/full-gene and matched-backbone bundles match their committed whole-file sizes/SHA256 values; all 30 minibatch state members match their recorded hashes (the archive itself has no independently located prior whole-ZIP hash). See RECOVERED_BUNDLES.json. + +All 30 minibatch, 48 advanced and 72 matched candidate state references are hash-verified. The 18 matched ResNet references reused from the minibatch study are duplicate references, not 18 extra states: 132 unique best-state binaries are available. Additional optimizer/resume files remain preserved. None substitutes for the three missing original primary heads. + +Search covered research model files in Documents/Downloads, the accessible media/mnt directories, artifact ZIPs, git object names across all refs, and GitHub releases/tags/CI artifact listings. No older drive is mounted under media or mnt. No model blobs appear in git history; git-lfs is not installed and no LFS pointer/model objects were found. GitHub has no releases or tags; its 9 retained CI artifacts are publication-validation documents/reports, not research checkpoints. Supporting legacy source/model registries remain intact. No passwords or private storage accounts were requested. + +All three selected original primary heads remain ORIGINAL_MISSING, with original paths/hashes retained in INVENTORY.csv. Other missing historical supporting models are catalogued, but are not needed for the declared primary replay and will not be needlessly retrained. The planned replacement ensemble will have fresh identities under checkpoints/reproduced/primary_resnet18/. No training has occurred in this reproduction task yet. + +Preservation baseline records 83136 existing scientific/history/publication files in FROZEN_FILE_SHA256.json. Every manuscript/supplement/source figure/table/PDF/bibliography and all historical evidence remain frozen; no in-place document regeneration is allowed. diff --git a/reproduction/REPLAY_PROTOCOL.md b/reproduction/REPLAY_PROTOCOL.md new file mode 100644 index 000000000..14118aa11 --- /dev/null +++ b/reproduction/REPLAY_PROTOCOL.md @@ -0,0 +1,27 @@ +# Locked post-publication replay protocol + +Locked before any new training or fresh outcome inspection on this branch. This is an informed post-publication reproducibility exercise, not blind validation. All existing paper/results files are read-only references. No new manuscript build or experimental search is permitted. + +## Recovery and budget + +The three original primary states are missing. Only three replacement fits are authorized by this protocol: seeds 0, 1 and 2, CPU float32, four Torch/BLAS threads, at most 80 epochs each; stop after 10 epochs without validation-MSE improvement of at least 0.0001. No retries, architecture/learning-rate search or external-outcome tuning. Available journal states are reused, not retrained. A failed fit is retained and reported. Resource budget: three hours CPU wall time for fitting and verification; no external computing purchase. + +Fit only NCBI783 then NCBI785 in original barcode order; stop only on TENX95. TENX99 is development evaluation and Wu/Bassiouni are evaluation only. The original ordered 50 genes, C0 log1p normalization, persisted 512-dimensional feature scaler and 50-dimensional head-target scaler govern fitting. Audit source files, barcodes, targets, coordinate/encoder provenance and scaler consistency before fitting. Cached frozen ResNet18 features may be reused only after their recorded hashes/provenance pass. Independently recompute source target normalization from original counts, avoiding a premature float32 rounding of head targets. Record any historical input reconstruction differences. + +The head is Linear(512,256), exact GELU, Dropout(0.1), Linear(256,50). AdamW lr0.001, decay0.0001, default betas/epsilon, all trainable parameters; shuffle with torch.randperm each epoch, batches512 retaining partial batch, MSEmean, no scheduler. Use the maintained historical-contract core.train_mlp. Save the validation-selected state, never force historical epochs12/11/12. Preserve all histories. Inverse head-target scaling per seed, average in float64, then cast ensemble to float32. Use archived C9 calibration once inside external.predict; no refit or Bassiouni calibration. + +## Tier A: strict deterministic replay + +Recompute molecular interpolation and the twenty-estimator V1 control grid, original V2 geometry checks and identical-hidden-target B2 designs with the existing journal_anchors runner on the three Wu and22 Bassiouni sections, budgets10/20/40%, ten frozen mask seeds. Write only to a new reproduction run directory. Match historical random-mask molecular primary Pearson/MSE/MAE with locked rtol=atol=1e-10; exact NaN/random-hidden-target input invariance. Spearman is explicitly secondary and may differ with floating-point near ties; do not claim exact ranks. Recompute B2 fixed-H central-placement paired patient effects against original derived exports with the same primary tolerances. No changed tolerance after seeing outcomes. + +## Tier B: new primary fits + +Evaluate all25 fixed external sections, ten original V1 random trajectories,20% anchors, image-only (M0) and fixed calibrated20% image fusion (M3); also retain individual seed outcomes. Compare each run to the corresponding original C9/C10 frozen rows. Report per-patient means across masks, then cohort medians, plus seed variation. Practical agreement requires ALL: absolute cohort median Pearson difference <=0.05; absolute relative cohort MSE difference <=15%; absolute relative MAE difference <=15%. These are exploratory practical criteria, not equivalence tests. Report negative findings and all failures. TENX99 whole-section source-unit image performance is a separate development check, not an external selection signal. Do not tune against any of these outcomes. + +## Tier C: recovered states + +Check all30 minibatch,48 advanced and72 candidate matched state references (132 distinct best states), their recorded hashes/configs/selection links, safe weights_only loading and bounded finite real-feature forwards. Replay an actual measured patient with original masks through each family; distinguish subset replay from whole-cohort reproduction. Reuse recovered selected RN/Phikon heads to replay the22-patient, three-mask,20%-anchor, residual GCN-versus-local comparisons only if feasible within verification budget; otherwise mark those cohort targets PARTIAL rather than claiming them reproduced from CSV regeneration. + +## Reports, preservation and releases + +Status labels are EXACT_REPLAY, APPROXIMATE_RETRAIN, PARTIAL and NOT_REPRODUCED, scoped per finding. Comparisons retain paper/reference values separately from regenerated values with signed, absolute and relative differences and aggregation. Preserve frozen file hashes and git trees before/after; no original identity is assigned to new weights. Inventory missing historical supporting states without needlessly retraining them. Publish only rights-cleared, verified new/recovered artifacts; hold uncertain derivative redistribution in an explicitly explained draft. No raw patient images/counts or third-party pretrained encoders in assets. Upload a draft, verify size/hash by downloading actual GitHub assets into a clean checkout, run safe load and bounded real inference, then publish permitted assets and verify anonymous URLs. New code/docs PR stays unmerged; an immutable tag may reference its tested commit, disclosed explicitly. From 10b6827f29e50daa9b0b223a07a599f40359e21a Mon Sep 17 00:00:00 2001 From: Hy Truong Son Date: Sun, 1 Nov 2026 19:40:43 -0600 Subject: [PATCH 2/4] Add opt-in primary replacement training with audited original scalers and source splits --- reproduction/INPUTS_BEFORE_TRAINING.json | 51 +++++ reproduction/REPLAY_PROTOCOL.md | 4 +- src/graphpathology/reproduction_primary.py | 221 +++++++++++++++++++++ tests/test_reproduction_primary.py | 89 +++++++++ 4 files changed, 364 insertions(+), 1 deletion(-) create mode 100644 reproduction/INPUTS_BEFORE_TRAINING.json create mode 100644 src/graphpathology/reproduction_primary.py create mode 100644 tests/test_reproduction_primary.py diff --git a/reproduction/INPUTS_BEFORE_TRAINING.json b/reproduction/INPUTS_BEFORE_TRAINING.json new file mode 100644 index 000000000..11795283e --- /dev/null +++ b/reproduction/INPUTS_BEFORE_TRAINING.json @@ -0,0 +1,51 @@ +{ + "status": "PASS", + "inputs": [ + { + "sample": "NCBI783", + "locations": 3005, + "cache_sha256": "49adba0d4bf5b8b45dd9755aeac4f667d4eb7e82fe86d88ce7dfce33a785c3bf", + "expression_sha256": "99e0013536962f217205a49542fbbaa94ccd23e02cadee96f4b5ebb7b16c63dc", + "patches_sha256": "7ee65177ffccd98395b4486be39e9c34ccba55a80d55fb8d5cf2c3490c476a37", + "barcodes_sha256": "75b2ee3abec62a29c0a2b69a2be2a4c7c9f8bfac15d7d8a5e33fe92af89ab478", + "patch_coordinate_error_px": 0.9938316324150946, + "targets_exact_float32_C0": true + }, + { + "sample": "NCBI785", + "locations": 4010, + "cache_sha256": "c7b2950b18d39dff9e3a210a5352246fe72af0750bfd5885c7ec1054ccdfb759", + "expression_sha256": "e9d7d5fa41bf485abbe20bf1f29c82990714e9403f65e26e15d19b360b9697e6", + "patches_sha256": "801e4f2e5c2342a194ad34a4dfa4127e6a1747375882845fa10a9c9f7c6e08e3", + "barcodes_sha256": "cba921798197e7e9f1258f6fdc536e1685ab056192d46b6a621c1d0a90539dac", + "patch_coordinate_error_px": 0.9931534145653131, + "targets_exact_float32_C0": true + }, + { + "sample": "TENX95", + "locations": 7760, + "cache_sha256": "d8f690e55abb0773e945a14eac09bc5920a6b9b868478f873fc500d8fffaf641", + "expression_sha256": "6a5f7eceaa4f7efb4180162b117679cfedc7333cd3c81c4c6b0191ae1d65c1a6", + "patches_sha256": "e9310e826fc68b501f9a52b8ac0483acdc2d896d2560773c8ea67bffdefbe940", + "barcodes_sha256": "74e27765f0a4ab70b7c2c0463aaaf375f3660f99108d250441e95ca95241b4f8", + "patch_coordinate_error_px": 0.9894805235053354, + "targets_exact_float32_C0": true + } + ], + "source_scaler_reconstruction_deltas": { + "feature": { + "mean_max_abs_delta": 0.0, + "scale_max_abs_delta": 0.0 + }, + "target": { + "mean_max_abs_delta": 0.0, + "scale_max_abs_delta": 1.532107773982716e-14 + } + }, + "scalers_used": { + "feature_scaler": "6335381832baf11e87366152a9942a8167ba988891faca99e240cebd83851820", + "target_scaler": "53c082753b4756db62f28fb2ef91f010d84359979245ed1a7eb89edbf4e001a4" + }, + "target_precision": "C0 float32, then archived head-target scaler to float32", + "feature_provenance": "Recovered, independently recomputed frozen official ResNet18 caches; historical cache containers are unavailable." +} diff --git a/reproduction/REPLAY_PROTOCOL.md b/reproduction/REPLAY_PROTOCOL.md index 14118aa11..9e304706b 100644 --- a/reproduction/REPLAY_PROTOCOL.md +++ b/reproduction/REPLAY_PROTOCOL.md @@ -6,7 +6,7 @@ Locked before any new training or fresh outcome inspection on this branch. This The three original primary states are missing. Only three replacement fits are authorized by this protocol: seeds 0, 1 and 2, CPU float32, four Torch/BLAS threads, at most 80 epochs each; stop after 10 epochs without validation-MSE improvement of at least 0.0001. No retries, architecture/learning-rate search or external-outcome tuning. Available journal states are reused, not retrained. A failed fit is retained and reported. Resource budget: three hours CPU wall time for fitting and verification; no external computing purchase. -Fit only NCBI783 then NCBI785 in original barcode order; stop only on TENX95. TENX99 is development evaluation and Wu/Bassiouni are evaluation only. The original ordered 50 genes, C0 log1p normalization, persisted 512-dimensional feature scaler and 50-dimensional head-target scaler govern fitting. Audit source files, barcodes, targets, coordinate/encoder provenance and scaler consistency before fitting. Cached frozen ResNet18 features may be reused only after their recorded hashes/provenance pass. Independently recompute source target normalization from original counts, avoiding a premature float32 rounding of head targets. Record any historical input reconstruction differences. +Fit only NCBI783 then NCBI785 in original barcode order; stop only on TENX95. TENX99 is development evaluation and Wu/Bassiouni are evaluation only. The original ordered 50 genes, C0 log1p normalization, persisted 512-dimensional feature scaler and 50-dimensional head-target scaler govern fitting. Audit source files, barcodes, targets, coordinate/encoder provenance and scaler consistency before fitting. Cached frozen ResNet18 features may be reused only after their recorded hashes/provenance pass. Independently recompute source target normalization from original counts. The archived CountTransform.transform explicitly casts C0 targets to float32 before the separate head-target scaler; retain that ordering. Record any historical input reconstruction differences. The head is Linear(512,256), exact GELU, Dropout(0.1), Linear(256,50). AdamW lr0.001, decay0.0001, default betas/epsilon, all trainable parameters; shuffle with torch.randperm each epoch, batches512 retaining partial batch, MSEmean, no scheduler. Use the maintained historical-contract core.train_mlp. Save the validation-selected state, never force historical epochs12/11/12. Preserve all histories. Inverse head-target scaling per seed, average in float64, then cast ensemble to float32. Use archived C9 calibration once inside external.predict; no refit or Bassiouni calibration. @@ -25,3 +25,5 @@ Check all30 minibatch,48 advanced and72 candidate matched state references (132 ## Reports, preservation and releases Status labels are EXACT_REPLAY, APPROXIMATE_RETRAIN, PARTIAL and NOT_REPRODUCED, scoped per finding. Comparisons retain paper/reference values separately from regenerated values with signed, absolute and relative differences and aggregation. Preserve frozen file hashes and git trees before/after; no original identity is assigned to new weights. Inventory missing historical supporting states without needlessly retraining them. Publish only rights-cleared, verified new/recovered artifacts; hold uncertain derivative redistribution in an explicitly explained draft. No raw patient images/counts or third-party pretrained encoders in assets. Upload a draft, verify size/hash by downloading actual GitHub assets into a clean checkout, run safe load and bounded real inference, then publish permitted assets and verify anonymous URLs. New code/docs PR stays unmerged; an immutable tag may reference its tested commit, disclosed explicitly. + +Source-code audit clarification before the first fit: archived scripts/run_c0.py uses CountTransform.transform, which casts to float32. The initial protocol prose incorrectly suggested avoiding this cast; it has been corrected to match the archived implementation. No outcomes have been inspected and no thresholds changed. diff --git a/src/graphpathology/reproduction_primary.py b/src/graphpathology/reproduction_primary.py new file mode 100644 index 000000000..68484519c --- /dev/null +++ b/src/graphpathology/reproduction_primary.py @@ -0,0 +1,221 @@ +"""Explicit replacement-primary workflow; never resolves missing historical identities. + +Run with ``python -m graphpathology.reproduction_primary --help``. Scientific inputs +and the frozen historical inference commands are read-only. +""" +import argparse +from datetime import datetime, timezone +import json +from pathlib import Path +import platform +import shutil +import subprocess +import time + +import h5py +import numpy as np +import torch +from threadpoolctl import threadpool_limits + +from .assets import sha +from .core import Scaler, PeakRSS, mlp_model, predict, train_mlp, gene_metrics, summarize +from .journal_data import normalized, original_genes +from .journal_learned import load_prepared + +ORIGIN = 'RETRAINED_NOT_ORIGINAL' +SCALERS = { + 'feature_scaler': '6335381832baf11e87366152a9942a8167ba988891faca99e240cebd83851820', + 'target_scaler': '53c082753b4756db62f28fb2ef91f010d84359979245ed1a7eb89edbf4e001a4', +} + + +def write_json(path, value): + path.parent.mkdir(parents=True, exist_ok=True) + path.write_text(json.dumps(value, indent=2, allow_nan=False) + '\n') + + +def load_scaler(path): + scaler = Scaler() + with np.load(path, allow_pickle=False) as f: + scaler.mean, scaler.scale = f['mean'].copy(), f['scale'].copy() + if not np.isfinite(scaler.mean).all() or not np.isfinite(scaler.scale).all() or (scaler.scale <= 0).any(): + raise ValueError('Invalid source scaler') + return scaler + + +def checked_namespace(root, path, namespace): + root, path = root.resolve(), path.resolve() + allowed = (root / namespace).resolve() + if path == allowed or allowed not in path.parents: + raise ValueError('Output must be a fresh child of ' + str(allowed)) + return path + + +def config(root, path): + cfg = json.loads(path.read_text()) + if cfg['origin'] != ORIGIN or cfg['train'] != ['NCBI783', 'NCBI785'] or cfg['validation'] != ['TENX95']: + raise ValueError('Historical source split/origin cannot be changed in this route') + if cfg['seeds'] != [0, 1, 2] or cfg['model'] != {'hidden': 256, 'dropout': .1}: + raise ValueError('This route implements the locked three-seed primary, not a model search') + expected = {'learning_rate': .001, 'weight_decay': .0001, 'batch_size': 512, + 'max_epochs': 80, 'patience': 10, 'min_delta': .0001} + if cfg['training'] != expected or cfg['threads'] != 4: + raise ValueError('Training parameters differ from the locked primary protocol') + for key, digest in SCALERS.items(): + if sha(root / cfg[key]) != digest: + raise ValueError('Historical scaler identity mismatch: ' + key) + return cfg + + +def audit_inputs(root, cfg): + """Verify raw count identities and reconstruct the *float32* C0 transform. + + The archived CountTransform.transform casts to float32 before the separate + head-target scaler. Replacing this with a float64 intermediate is different. + """ + base = root / 'data/journal_revision/hest_training' + names = cfg['train'] + cfg['validation'] + data = load_prepared(base, names) + records = [] + genes = original_genes(root) + for sample in names: + cache = base / 'processed/journal_v2_hest' / (sample + '.npz') + meta = json.loads(cache.with_suffix('.json').read_text()) + expression = base / 'raw/hest/IDC/adata' / (sample + '.h5ad') + patches = base / 'raw/hest/IDC/patches' / (sample + '.h5') + for path, key in [(expression, 'source_expression_sha256'), (patches, 'source_patches_sha256')]: + if sha(path) != meta[key]: + raise ValueError('Raw source identity mismatch: ' + str(path)) + with h5py.File(expression) as f, h5py.File(patches) as p: + ids = f['obs/_index'][:].astype(str) + patch_ids = p['barcode'][:].reshape(-1).astype(str) + np.testing.assert_array_equal(patch_ids, data[sample]['barcodes']) + lookup = {v: i for i, v in enumerate(ids)} + rows = np.array([lookup[v] for v in patch_ids]) + columns = [list(f['var/_index'][:].astype(str)).index(g) for g in genes] + raw = f['X'][:][rows][:, columns].astype(np.float64) + expected = normalized(root, raw).astype(np.float32) + np.testing.assert_array_equal(expected, data[sample]['targets']) + np.testing.assert_array_equal(data[sample]['genes'], genes) + if p['img'].shape != (len(expected), 224, 224, 3): + raise ValueError('Unexpected source RGB patch geometry') + error = float(np.max(abs(p['coords'][:][:, ::-1] - f['obsm/spatial'][:][rows]))) + if error > 1.01: + raise ValueError('Patch/count coordinate mismatch') + if meta['encoder_sha256'] != 'f37072fd47e89c5e827621c5baffa7500819f7896bbacec160b1a16c560e07ec': + raise ValueError('Unexpected pretrained encoder') + records.append({'sample': sample, 'locations': len(expected), 'cache_sha256': sha(cache), + 'expression_sha256': sha(expression), 'patches_sha256': sha(patches), + 'barcodes_sha256': __import__('hashlib').sha256(patch_ids.tobytes()).hexdigest(), + 'patch_coordinate_error_px': error, 'targets_exact_float32_C0': True}) + sx, sy = (load_scaler(root / cfg[k]) for k in ['feature_scaler', 'target_scaler']) + deltas = {} + for key, values, old in [('feature', np.concatenate([data[s]['embeddings'] for s in cfg['train']]), sx), + ('target', np.concatenate([data[s]['targets'] for s in cfg['train']]), sy)]: + rebuilt = Scaler().fit(values) + deltas[key] = {} + for field in ['mean', 'scale']: + a, b = getattr(rebuilt, field), getattr(old, field) + np.testing.assert_allclose(a, b, atol=1e-6, rtol=1e-6) + deltas[key][field + '_max_abs_delta'] = float(np.max(abs(a - b))) + return data, {'status': 'PASS', 'inputs': records, 'source_scaler_reconstruction_deltas': deltas, + 'scalers_used': SCALERS, 'target_precision': 'C0 float32, then archived head-target scaler to float32', + 'feature_provenance': 'Recovered, independently recomputed frozen official ResNet18 caches; historical cache containers are unavailable.'} + + +def load_heads(folder): + manifest = json.loads((folder / 'MANIFEST.json').read_text()) + if manifest['origin'] != ORIGIN or len(manifest['heads']) != 3: + raise ValueError('Replacement identity/ensemble size mismatch') + heads = [] + for item in manifest['heads']: + path = folder / item['file'] + if sha(path) != item['sha256']: + raise ValueError('Replacement checkpoint checksum mismatch') + payload = torch.load(path, map_location='cpu', weights_only=True) + if payload['origin'] != ORIGIN or payload['seed'] != item['seed'] or payload['genes'] != manifest['genes']: + raise ValueError('Replacement metadata mismatch') + net = mlp_model(512, 50, manifest['config']['model']) + net.load_state_dict(payload['state_dict'], strict=True) + heads.append(net.eval()) + for name, digest in manifest['scalers'].items(): + if sha(folder / name) != digest: + raise ValueError('Replacement scaler checksum mismatch') + return manifest, heads, load_scaler(folder / 'feature.npz'), load_scaler(folder / 'target.npz') + + +def image_predictions(folder, features): + _, heads, sx, sy = load_heads(folder) + x = sx.transform(features) + individual = [sy.inverse(predict(h, x, 'B2')) for h in heads] + return np.mean(individual, axis=0).astype(np.float32), individual + + +def train(root, cfg_path, folder, output): + folder = checked_namespace(root, folder, 'checkpoints/reproduced/primary_resnet18') + output = checked_namespace(root, output, 'reproduction/runs') + if folder.exists() or output.exists(): + raise FileExistsError('Fresh run identities required; refusing to replace any existing run') + cfg = config(root, cfg_path) + folder.mkdir(parents=True); output.mkdir(parents=True) + started = time.monotonic() + data, audit = audit_inputs(root, cfg) + write_json(output / 'INPUT_AUDIT.json', audit) + for key, name in [('feature_scaler', 'feature.npz'), ('target_scaler', 'target.npz')]: + shutil.copyfile(root / cfg[key], folder / name) + sx, sy = load_scaler(folder / 'feature.npz'), load_scaler(folder / 'target.npz') + x = sx.transform(np.concatenate([data[s]['embeddings'] for s in cfg['train']])) + y = sy.transform(np.concatenate([data[s]['targets'] for s in cfg['train']])) + xv = sx.transform(data['TENX95']['embeddings']); yv = sy.transform(data['TENX95']['targets']) + torch.set_num_threads(cfg['threads']); torch.use_deterministic_algorithms(True) + manifest = {'origin': ORIGIN, 'created_utc': datetime.now(timezone.utc).isoformat(), + 'code_commit': subprocess.check_output(['git', 'rev-parse', 'HEAD'], cwd=root, text=True).strip(), + 'code_hashes': {str(p.relative_to(root)): sha(p) for p in [Path(__file__).resolve(), root / 'src/graphpathology/core.py']}, + 'protocol_commit': '1b19cf9d9', 'config': cfg, 'config_sha256': sha(cfg_path), + 'genes': original_genes(root), 'heads': [], 'input_audit': audit, + 'scalers': {n: sha(folder / n) for n in ['feature.npz', 'target.npz']}, + 'environment': {'python': platform.python_version(), 'torch': str(torch.__version__), + 'numpy': np.__version__, 'platform': platform.platform(), 'logical_cpu': __import__('os').cpu_count(), + 'device': 'cpu', 'dtype': 'float32', 'threads': cfg['threads'], 'deterministic_algorithms': True, + 'cuda_available': torch.cuda.is_available()}, + 'ensemble': 'Inverse head target scaler per seed; float64 arithmetic mean then float32 cast; C9 transport only once at external fusion.'} + with threadpool_limits(cfg['threads']), PeakRSS() as memory: + for seed in cfg['seeds']: + net, fit = train_mlp(x, y, xv, yv, cfg['model'], cfg['training'], seed) + name = 'replacement_seed' + str(seed) + '.pt' + torch.save({'origin': ORIGIN, 'seed': seed, 'genes': manifest['genes'], + 'config': cfg['model'], 'state_dict': net.state_dict()}, folder / name) + validation = summarize(gene_metrics(data['TENX95']['targets'], sy.inverse(predict(net, xv, 'B2')))) + record = {'seed': seed, 'file': name, 'sha256': sha(folder / name), 'fit': fit, + 'validation_source_units': validation} + manifest['heads'].append(record) + write_json(output / ('FIT_SEED' + str(seed) + '.json'), record) + print('FITTED', seed, fit['best_epoch'], validation['median_pearson'], flush=True) + manifest['peak_rss_bytes'] = memory.peak + manifest['elapsed_seconds'] = time.monotonic() - started + write_json(folder / 'MANIFEST.json', manifest) + write_json(output / 'TRAINING_MANIFEST.json', manifest) + load_heads(folder) # Safe round-trip of actual selected states. + return manifest + + +def main(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument('--root', type=Path, default=Path(__file__).resolve().parents[2]) + sub = parser.add_subparsers(dest='action', required=True) + p = sub.add_parser('train'); p.add_argument('--config', type=Path, required=True) + p.add_argument('--checkpoints', type=Path, required=True); p.add_argument('--output', type=Path, required=True) + p = sub.add_parser('predict'); p.add_argument('--checkpoints', type=Path, required=True) + p.add_argument('--features', type=Path, required=True); p.add_argument('--output', type=Path, required=True) + args = parser.parse_args(); root = args.root.resolve() + if args.action == 'train': + train(root, args.config.resolve(), args.checkpoints.resolve(), args.output.resolve()) + else: + output = checked_namespace(root, args.output, 'reproduction/runs') + if output.exists(): raise FileExistsError(output) + with np.load(args.features, allow_pickle=False) as f: features = f['embeddings'] + image, _ = image_predictions(args.checkpoints, features) + output.parent.mkdir(parents=True, exist_ok=True) + np.savez_compressed(output, prediction=image, origin=np.array(ORIGIN)) + +if __name__ == '__main__': main() diff --git a/tests/test_reproduction_primary.py b/tests/test_reproduction_primary.py new file mode 100644 index 000000000..98b552557 --- /dev/null +++ b/tests/test_reproduction_primary.py @@ -0,0 +1,89 @@ +"""Replacement identities cannot silently stand in for original publication states.""" +import json +from pathlib import Path + +import numpy as np +import pytest +import torch + +from graphpathology.assets import sha +from graphpathology.core import mlp_model, train_mlp +from graphpathology.reproduction_primary import ( + ORIGIN, checked_namespace, config, image_predictions, load_heads, +) + + +def replacement_fixture(tmp_path): + folder = tmp_path / 'replacement'; folder.mkdir() + np.savez(folder / 'feature.npz', mean=np.zeros(512), scale=np.ones(512)) + np.savez(folder / 'target.npz', mean=np.full(50, 5.), scale=np.full(50, 3.)) + manifest = {'origin': ORIGIN, 'genes': [f'g{i}' for i in range(50)], + 'config': {'model': {'hidden': 256, 'dropout': .1}}, 'heads': [], + 'scalers': {n: sha(folder / n) for n in ['feature.npz', 'target.npz']}} + for seed in range(3): + net = mlp_model(512, 50, manifest['config']['model']) + with torch.no_grad(): + for p in net.parameters(): p.zero_() + list(net.modules())[-1].bias.fill_(seed) + name = f'seed{seed}.pt' + torch.save({'origin': ORIGIN, 'seed': seed, 'genes': manifest['genes'], + 'state_dict': net.state_dict()}, folder / name) + manifest['heads'].append({'seed': seed, 'file': name, 'sha256': sha(folder / name)}) + (folder / 'MANIFEST.json').write_text(json.dumps(manifest)) + return folder + + +def test_restored_ensemble_applies_head_scaler_and_casts_last(tmp_path): + folder = replacement_fixture(tmp_path) + output, individual = image_predictions(folder, np.zeros((3, 512), np.float32)) + assert output.dtype == np.float32 + np.testing.assert_array_equal(output, np.full((3, 50), 8., np.float32)) + np.testing.assert_array_equal(individual[0], np.full((3, 50), 5.)) + np.testing.assert_array_equal(individual[2], np.full((3, 50), 11.)) + + +def test_modified_checkpoint_is_rejected_before_loading(tmp_path): + folder = replacement_fixture(tmp_path) + with (folder / 'seed0.pt').open('ab') as f: f.write(b'corruption') + with pytest.raises(ValueError, match='checksum'): load_heads(folder) + + +def test_original_identity_cannot_be_accepted_by_replacement_loader(tmp_path): + folder = replacement_fixture(tmp_path) + p = folder / 'MANIFEST.json'; r = json.loads(p.read_text()); r['origin'] = 'ORIGINAL' + p.write_text(json.dumps(r)) + with pytest.raises(ValueError, match='identity'): load_heads(folder) + + +@pytest.mark.parametrize('destination', ['manuscript/new', 'checkpoints/legacy/new', 'reproduction/runs']) +def test_namespace_rejects_scientific_outputs_and_root(tmp_path, destination): + with pytest.raises(ValueError): checked_namespace(tmp_path, tmp_path / destination, 'reproduction/runs') + + +def test_namespace_rejects_symlink_escape(tmp_path): + allowed = tmp_path / 'reproduction/runs'; allowed.mkdir(parents=True) + other = tmp_path / 'manuscript'; other.mkdir() + (allowed / 'alias').symlink_to(other, target_is_directory=True) + with pytest.raises(ValueError): checked_namespace(tmp_path, allowed / 'alias/new', 'reproduction/runs') + + +def test_external_section_cannot_enter_training_split(tmp_path): + root = Path(__file__).resolve().parents[1] + cfg = json.loads((root / 'configs/reproduction/primary-v1.json').read_text()) + cfg['train'].append('TENX99'); p = tmp_path / 'config.json'; p.write_text(json.dumps(cfg)) + with pytest.raises(ValueError, match='split'): config(root, p) + + +def test_training_save_load_retains_selected_validation_state(tmp_path): + torch.set_num_threads(1) + rng = np.random.default_rng(12) + x = rng.normal(size=(12, 4)).astype(np.float32); y = x[:, :2].copy() + training = {'learning_rate': .01, 'weight_decay': .0001, 'batch_size': 4, + 'max_epochs': 3, 'patience': 2, 'min_delta': .0001} + net, fit = train_mlp(x, y, x[:4], y[:4], {'hidden': 5, 'dropout': .1}, training, 0) + with torch.inference_mode(): expected = net(torch.from_numpy(x)).numpy() + path = tmp_path / 'selected.pt'; torch.save(net.state_dict(), path) + restored = mlp_model(4, 2, {'hidden': 5, 'dropout': .1}) + restored.load_state_dict(torch.load(path, weights_only=True)); restored.eval() + with torch.inference_mode(): np.testing.assert_array_equal(restored(torch.from_numpy(x)).numpy(), expected) + assert fit['best_epoch'] <= fit['epochs_run'] <= 3 From 44918ef8f9e9876234ceb02a8b4a815d8b4072d4 Mon Sep 17 00:00:00 2001 From: Hy Truong Son Date: Sun, 1 Nov 2026 20:27:42 -0600 Subject: [PATCH 3/4] Verify recovered heads and primary replay; add licensed release packaging and safe restoration --- docs/RELEASES.md | 9 + reproduction/ARCHIVE_SEARCH.json | 137 + reproduction/COMMANDS.md | 30 + reproduction/COMPUTE_SUMMARY.json | 69 + reproduction/ENVIRONMENT.json | 21 + reproduction/EXECUTION_ISSUES.md | 7 + reproduction/INVENTORY.csv | 3 + reproduction/LICENSE_AUDIT.md | 23 + reproduction/MODEL_INDEX.json | 44900 ++++++++++++++++ reproduction/NPZ_RECOVERY_SEARCH.json | 6 + reproduction/ORIGINAL_IDENTITY_CHECK.json | 35 + reproduction/PRESERVATION_REPORT.json | 61 + reproduction/README_RELEASE.md | 48 + reproduction/RECOVERED_MEMBER_CHECKS.json | 1214 + reproduction/RECOVERY_REPORT.md | 2 +- reproduction/REPRODUCTION_REPORT.md | 50 + reproduction/RESULTS_COMPARISON.csv | 8157 +++ reproduction/VALIDATION.json | 12 + reproduction/licenses/CC-BY-NC-SA-4.0.txt | 438 + .../licenses/OWKIN-Phikon-LICENSE.txt | 404 + .../licenses/PHIKON_PINNED_MODEL_CARD.md | 82 + reproduction/licenses/SOURCES.json | 20 + reproduction/requirements-v1.txt | 14 + .../verification/PUBLICATION_REGRESSION.json | 95 + reproduction/verification/SEED_VARIATION.csv | 151 + reproduction/verification/TESTS.txt | 4 + .../matched-v2_COHORT_EFFECTS.csv | 3 + .../matched-v2_PAIRED_PATIENT_EFFECTS.csv | 45 + .../verification/matched_REGRESSION.json | 4490 ++ .../verification/matched_SUMMARY.json | 8 + ...ime_sensitivity_matched-v1_REGRESSION.json | 4859 ++ ...untime_sensitivity_matched-v1_SUMMARY.json | 8 + ...sensitivity_tier-c-v2_ARTIFACT_CHECKS.json | 3924 ++ ...runtime_sensitivity_tier-c-v2_SUMMARY.json | 13 + .../tier-b-v2_COHORT_COMPARISON.csv | 49 + .../tier-b-v2_PATIENT_COMPARISON.csv | 201 + .../verification/tier_a_REGRESSION.json | 977 + reproduction/verification/tier_a_SUMMARY.json | 15 + .../verification/tier_b_DEVELOPMENT.json | 90 + .../verification/tier_b_INPUT_PROVENANCE.json | 327 + reproduction/verification/tier_b_SUMMARY.json | 11 + .../verification/tier_c_ARTIFACT_CHECKS.json | 3578 ++ .../verification/tier_c_RESUME_CHECKS.json | 290 + reproduction/verification/tier_c_SUMMARY.json | 13 + .../verification/training_FIT_SEED0.json | 145 + .../verification/training_FIT_SEED1.json | 140 + .../verification/training_FIT_SEED2.json | 145 + .../verification/training_INPUT_AUDIT.json | 51 + .../training_TRAINING_MANIFEST.json | 608 + src/graphpathology/reproduction_artifacts.py | 194 + src/graphpathology/reproduction_primary.py | 8 +- src/graphpathology/reproduction_release.py | 210 + src/graphpathology/reproduction_replay.py | 182 + src/graphpathology/reproduction_reporting.py | 145 + tests/test_reproduction_primary.py | 44 + tests/test_reproduction_release.py | 73 + 56 files changed, 76835 insertions(+), 3 deletions(-) create mode 100644 docs/RELEASES.md create mode 100644 reproduction/ARCHIVE_SEARCH.json create mode 100644 reproduction/COMMANDS.md create mode 100644 reproduction/COMPUTE_SUMMARY.json create mode 100644 reproduction/ENVIRONMENT.json create mode 100644 reproduction/EXECUTION_ISSUES.md create mode 100644 reproduction/LICENSE_AUDIT.md create mode 100644 reproduction/MODEL_INDEX.json create mode 100644 reproduction/NPZ_RECOVERY_SEARCH.json create mode 100644 reproduction/ORIGINAL_IDENTITY_CHECK.json create mode 100644 reproduction/PRESERVATION_REPORT.json create mode 100644 reproduction/README_RELEASE.md create mode 100644 reproduction/RECOVERED_MEMBER_CHECKS.json create mode 100644 reproduction/REPRODUCTION_REPORT.md create mode 100644 reproduction/RESULTS_COMPARISON.csv create mode 100644 reproduction/VALIDATION.json create mode 100644 reproduction/licenses/CC-BY-NC-SA-4.0.txt create mode 100644 reproduction/licenses/OWKIN-Phikon-LICENSE.txt create mode 100644 reproduction/licenses/PHIKON_PINNED_MODEL_CARD.md create mode 100644 reproduction/licenses/SOURCES.json create mode 100644 reproduction/requirements-v1.txt create mode 100644 reproduction/verification/PUBLICATION_REGRESSION.json create mode 100644 reproduction/verification/SEED_VARIATION.csv create mode 100644 reproduction/verification/TESTS.txt create mode 100644 reproduction/verification/matched-v2_COHORT_EFFECTS.csv create mode 100644 reproduction/verification/matched-v2_PAIRED_PATIENT_EFFECTS.csv create mode 100644 reproduction/verification/matched_REGRESSION.json create mode 100644 reproduction/verification/matched_SUMMARY.json create mode 100644 reproduction/verification/runtime_sensitivity_matched-v1_REGRESSION.json create mode 100644 reproduction/verification/runtime_sensitivity_matched-v1_SUMMARY.json create mode 100644 reproduction/verification/runtime_sensitivity_tier-c-v2_ARTIFACT_CHECKS.json create mode 100644 reproduction/verification/runtime_sensitivity_tier-c-v2_SUMMARY.json create mode 100644 reproduction/verification/tier-b-v2_COHORT_COMPARISON.csv create mode 100644 reproduction/verification/tier-b-v2_PATIENT_COMPARISON.csv create mode 100644 reproduction/verification/tier_a_REGRESSION.json create mode 100644 reproduction/verification/tier_a_SUMMARY.json create mode 100644 reproduction/verification/tier_b_DEVELOPMENT.json create mode 100644 reproduction/verification/tier_b_INPUT_PROVENANCE.json create mode 100644 reproduction/verification/tier_b_SUMMARY.json create mode 100644 reproduction/verification/tier_c_ARTIFACT_CHECKS.json create mode 100644 reproduction/verification/tier_c_RESUME_CHECKS.json create mode 100644 reproduction/verification/tier_c_SUMMARY.json create mode 100644 reproduction/verification/training_FIT_SEED0.json create mode 100644 reproduction/verification/training_FIT_SEED1.json create mode 100644 reproduction/verification/training_FIT_SEED2.json create mode 100644 reproduction/verification/training_INPUT_AUDIT.json create mode 100644 reproduction/verification/training_TRAINING_MANIFEST.json create mode 100644 src/graphpathology/reproduction_artifacts.py create mode 100644 src/graphpathology/reproduction_release.py create mode 100644 src/graphpathology/reproduction_replay.py create mode 100644 src/graphpathology/reproduction_reporting.py create mode 100644 tests/test_reproduction_release.py diff --git a/docs/RELEASES.md b/docs/RELEASES.md new file mode 100644 index 000000000..489f8b1e5 --- /dev/null +++ b/docs/RELEASES.md @@ -0,0 +1,9 @@ +# Research artifact release + +The separate reproduction-and-releases branch contains audited recovery/training/replay tooling. The original three primary checkpoint identities remain missing; replacement checkpoints are explicit opt-in models. Main and all manuscript, supplementary, figure, table, PDF and historical evidence files remain unchanged. + +See reproduction/REPRODUCTION_REPORT.md, REPLAY_PROTOCOL.md, INVENTORY.csv, MODEL_INDEX.json, RESULTS_COMPARISON.csv and LICENSE_AUDIT.md. The public-eligible v1 assets contain99 best states (three new primary replacements and96 recovered ResNet18-based heads), plus48 additional optimizer/resume files and permitted derived numerical exports. Thirty-six Phikon states and their derivative archives remain local, with a metadata-only rights-review draft. + +Use the exact code commit in the release manifest and the pinned packages in reproduction/requirements-v1.txt. The research tag is allowed to refer to the tested, unmerged PR commit; publication does not merge the PR. Restore instructions are in reproduction/README_RELEASE.md. Large assets are kept out of Git. + +Real release asset URLs and actual download/clean-checkout receipts will be appended after the draft upload has been verified. No current public-release or fresh-hardware-validation claim is made by this staging document. diff --git a/reproduction/ARCHIVE_SEARCH.json b/reproduction/ARCHIVE_SEARCH.json new file mode 100644 index 000000000..a3ac2d6e8 --- /dev/null +++ b/reproduction/ARCHIVE_SEARCH.json @@ -0,0 +1,137 @@ +[ + { + "archive": "/home/hytruongson/Downloads/1. Huu Phong Nguyen.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/Multi_Agent_system_transform_SQL_to_Knowledge_Graph_database.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/For-anh-Tung.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/MOB_GCN__Frontiers_.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/GraphPathology_arXiv_Compact_Source.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/amp-atlas-arxiv.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/JCIM___LINKER.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/AMP_Atlas.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/Multi_Agent_AI_project__Rebin_(1).zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/NIH_R21_Full_Proposal.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/GraphPathology_Codex_Paper_Revision_Handoff_v2.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/PRIME.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/Multi_Agent_AI_project__Rebin_.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/Q_BioLat_BMC_Bioinformatics_table_refs_fixed.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/skempi2_preprocessed.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/Biological_Reasoning___Phuc_s_Survey.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Downloads/MOB_GCN_Frontiers_fixed.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Approved_Submission_Source.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Transformer_EGNN_New_Heads.zip", + "model_members": 96, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Final_Minor_Polish_Source.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Matched_Backbone_Head_States.zip", + "model_members": 72, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Matched_Backbone_Numerical_Results.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Journal_v2_New_Heads.zip", + "model_members": 30, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Transformer_EGNN_Full_Gene_Exports.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Matched_Backbone_Submission_Source.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Scientific_Reports_Submission_Source.zip", + "model_members": 0, + "matching_originals": [] + }, + { + "archive": "/home/hytruongson/Documents/Codex/2026-10-31/pleas/outputs/GraphPathology_Transformer_EGNN_Clean_Source.zip", + "model_members": 0, + "matching_originals": [] + } +] diff --git a/reproduction/COMMANDS.md b/reproduction/COMMANDS.md new file mode 100644 index 000000000..0d25ba7ca --- /dev/null +++ b/reproduction/COMMANDS.md @@ -0,0 +1,30 @@ +# Executed and repeatable commands + +Run in a checkout with the registered inputs acquired and hash-verified as documented in the original data guides. Restore missing public head/result assets first. Phikon distribution remains blocked; the complete author-local integrity command requires those recovered files. + +```bash +python -m pytest -q +python -m graphpathology.reproduction_primary train \ + --config configs/reproduction/primary-v1.json \ + --checkpoints checkpoints/reproduced/primary_resnet18/primary-20261101-v1 \ + --output reproduction/runs/primary-20261101-v1 +python -m graphpathology.reproduction_replay tier-a \ + --output reproduction/runs/tier-a-v1 +python -m graphpathology.reproduction_replay tier-b \ + --checkpoints checkpoints/reproduced/primary_resnet18/primary-20261101-v1 \ + --output reproduction/runs/tier-b-v2 +python -m graphpathology.reproduction_artifacts verify \ + --output reproduction/runs/tier-c-v3 +python -m graphpathology.reproduction_artifacts matched \ + --output reproduction/runs/matched-v2 +python -m graphpathology.reproduction_reporting +python -m graphpathology publication --output work/reproduction/publication +python -m graphpathology.reproduction_release preserve \ + --output work/reproduction/your-fresh-preservation-report.json +python -m graphpathology.reproduction_release build \ + --output /absolute/path/to/a-new-release-staging-directory +``` + +Fresh run/output identities are mandatory: do not rerun training into an existing folder or overwrite a completed output. Numerical rerun commands use the same fixed design; the three-seed fitting budget was exhausted after the single completed training run. Set OPENBLAS_NUM_THREADS=4, OMP_NUM_THREADS=4 for computation; recorded per-model Torch thread overrides are read from immutable reference metadata. Tests ran with one BLAS/OpenMP thread. Exact hardware, packages and stage durations appear in ENVIRONMENT.json and COMPUTE_SUMMARY.json. The trained primary code is pinned in its own manifest at commit10b6827f2; later interface validation does not alter its fitting function. Final packaging points to the tested release code commit. + +The original doctor --require-models intentionally exits1; ORIGINAL_IDENTITY_CHECK.json verifies three absent original identities. No PDF build command was run. Publication figure regression regenerated separate scratch outputs and left every frozen file unchanged. Initial failed assertions and the four-thread sensitivity run remain documented in EXECUTION_ISSUES.md; they did not trigger additional fits or changed thresholds. diff --git a/reproduction/COMPUTE_SUMMARY.json b/reproduction/COMPUTE_SUMMARY.json new file mode 100644 index 000000000..786c581b1 --- /dev/null +++ b/reproduction/COMPUTE_SUMMARY.json @@ -0,0 +1,69 @@ +{ + "training_elapsed_seconds": 14.921612899997854, + "training_peak_rss_bytes": 611311616, + "environment": { + "python": "3.12.3", + "torch": "2.8.0+cpu", + "numpy": "2.5.4", + "platform": "Linux-6.8.0-147-generic-x86_64-with-glibc2.39", + "logical_cpu": 12, + "device": "cpu", + "dtype": "float32", + "threads": 4, + "deterministic_algorithms": true, + "cuda_available": false + }, + "stages": { + "tier_a": { + "completed_patients": { + "Bassiouni": 22, + "Wu": 3 + }, + "run_rows": 22500, + "paired_rows": 1725, + "summary_rows": 414, + "elapsed_seconds": 521.2230727220012, + "status": "EXACT_REPLAY", + "primary_gene_values_checked": 3375000, + "panel_rows_checked": 22500, + "corruption_checks": 45000, + "secondary_spearman": "Near-tie sensitivity; no strict secondary-rank exactness claim." + }, + "tier_b": { + "origin": "RETRAINED_NOT_ORIGINAL", + "patients": 25, + "training_seeds": 3, + "mask_seeds": 10, + "panel_rows": 2000, + "hidden_corruption_checks": 4000, + "elapsed_seconds": 57.75732055499975, + "ensemble_criteria_pass": true, + "scope": "Historical primary M0 and M3,20% distributed V1 only; other original neural branches are not replayed." + }, + "tier_c": { + "status": "PARTIAL", + "references_checked": 150, + "unique_best_states": 132, + "safe_resume_files": 48, + "real_patient": "BASS_P19", + "locations": 554, + "real_mask": "original V1 random seed0,20% anchors", + "scope": "All recovered model references; one actual small patient/mask, three prediction routes. No whole-cohort accuracy claim.", + "reference_replays": 114, + "safe_forward_only": 36, + "elapsed_seconds": 12.50931483900058 + }, + "matched": { + "status": "EXACT_REPLAY", + "patients": 22, + "selected_models": 12, + "panel_rows": 792, + "elapsed_seconds": 67.39239920700493, + "scope": "Actual recovered-weight forward predictions, original three neural masks,20% distributed residual GCN-versus-local, both backbones." + } + }, + "new_training_fits": 3, + "public_research_dataset_bytes_downloaded_this_task": 0, + "paid_computing_services_used": false, + "note": "Research inputs were recovered caches; fresh license files and the clean-checkout encoder download are recorded separately." +} diff --git a/reproduction/ENVIRONMENT.json b/reproduction/ENVIRONMENT.json new file mode 100644 index 000000000..372a1ec82 --- /dev/null +++ b/reproduction/ENVIRONMENT.json @@ -0,0 +1,21 @@ +{ + "python": "3.12.3 (main, Aug 31 2026, 10:18:26) [GCC 13.3.0]", + "packages": { + "numpy": "2.5.4", + "scipy": "1.18.1", + "pandas": "3.1.0", + "h5py": "3.16.0", + "scikit-learn": "1.9.1", + "torch": "2.8.0+cpu", + "torchvision": "0.23.0+cpu", + "transformers": "4.57.3", + "Pillow": "13.0.0", + "pytest": "9.2.0", + "requests": "2.34.2", + "matplotlib": "3.11.2", + "threadpoolctl": "3.7.0" + }, + "logical_cpu": 12, + "memory_bytes": 33247645696, + "cuda": false +} diff --git a/reproduction/EXECUTION_ISSUES.md b/reproduction/EXECUTION_ISSUES.md new file mode 100644 index 000000000..7b6bfef16 --- /dev/null +++ b/reproduction/EXECUTION_ISSUES.md @@ -0,0 +1,7 @@ +# Execution issues retained transparently + +The first Tier B evaluation stopped before producing predictions or metrics because its new alignment assertion mistakenly cast external reference targets to float32. Source HEST C0 targets are float32, whereas external C9/C10 targets and their recovered feature caches retain float64. The cache and independently reconstructed external targets agree exactly in float64. The assertion was corrected without changing data, predictions, models, thresholds, fitting, or the historical pipeline; a regression test rejects premature external rounding. The empty tier-b-v1 directory and failure log are retained locally. All actual Tier B outcomes use tier-b-v2, the same single three-seed training run and the locked original evaluation design. + +The first recovered-state verification completed the 78 minibatch/advanced forwards but stopped when it looked for a reused ResNet state's numerical export under the later matched-study directory. Reused states retain their original export paths. Reference resolution now checks those immutable original paths; unselected validation-only trial states without historical external exports receive safe real-forward verification only, explicitly marked PARTIAL. No reference is fabricated and no candidate is reselected. A regression test covers reused paths and absent validation-only exports; the completed verification is tier-c-v2. + +The first completed recovered-weight replay used four Torch threads uniformly. Strict 1e-10 comparisons then exposed float32 reduction sensitivity: up to 6.0813e-8 in a panel median correlation and 1.1137e-8 in a median MSE; scientific rounded effects agreed. The immutable original extension COMPLETE.json records explicitly specify one inference thread, while later matched Phikon scoring used four. A single corrective replay now reads those archived runtime settings before each forward (default four only where no specific inference override exists). The original four-thread outcomes remain in tier-c-v2 and matched-v1 as sensitivity evidence. No weight, input, model selection, metric, tolerance or training budget changed; no additional model was fitted. Corrected runtime results are tier-c-v3 and matched-v2. A regression test covers archived thread restoration. diff --git a/reproduction/INVENTORY.csv b/reproduction/INVENTORY.csv index 0d6ef0374..45012e494 100644 --- a/reproduction/INVENTORY.csv +++ b/reproduction/INVENTORY.csv @@ -1531,3 +1531,6 @@ phikon_gcn_spatial_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VE phikon_sage_spatial_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,85f14000ddfb358a4262f93129ec04ac9a7b6fd8d096a5e0ae0e8cebf08e8836,85f14000ddfb358a4262f93129ec04ac9a7b6fd8d096a5e0ae0e8cebf08e8836,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_sage_spatial_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. phikon_gcn_shuffled_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,ac4212710d3469b6e36ce524fc0febda035328c6d1bcdab8c831609e3987d601,ac4212710d3469b6e36ce524fc0febda035328c6d1bcdab8c831609e3987d601,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_gcn_shuffled_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. phikon_sage_shuffled_lr1e4_seed2,matched_candidates_72,NEW_STATE_FOUND_AND_HASH_VERIFIED,966b7a494b0bc6d38f8ab64973111f11527c0fbd57d69b8ef8f52dbbd7a91309,966b7a494b0bc6d38f8ab64973111f11527c0fbd57d69b8ef8f52dbbd7a91309,checkpoints/journal_revision/backbone_graph_comparison/trials/lr1e4/phikon_sage_shuffled_lr1e4_seed2.pt,True,Separate journal fit; shared file references across studies are not new unique weights. +replacement_primary_seed0,retrained_primary,RETRAINED_REPLACEMENT,,308b5716911687cb751983e6be008c728d3d21fb3fbc2e04e170f368da70c56d,checkpoints/reproduced/primary_resnet18/primary-20261101-v1/replacement_seed0.pt,True,RETRAINED_NOT_ORIGINAL; fresh identity; source/validation only; original remains missing. +replacement_primary_seed1,retrained_primary,RETRAINED_REPLACEMENT,,11452867e7f41485ec89c49b6739152f55935d1c8e2458798e13016b4f9ae986,checkpoints/reproduced/primary_resnet18/primary-20261101-v1/replacement_seed1.pt,True,RETRAINED_NOT_ORIGINAL; fresh identity; source/validation only; original remains missing. +replacement_primary_seed2,retrained_primary,RETRAINED_REPLACEMENT,,563cdf24d4e99d7c900ea0d26d78d3568e60b4d8f006ecaa5a95d8962efd12cc,checkpoints/reproduced/primary_resnet18/primary-20261101-v1/replacement_seed2.pt,True,RETRAINED_NOT_ORIGINAL; fresh identity; source/validation only; original remains missing. diff --git a/reproduction/LICENSE_AUDIT.md b/reproduction/LICENSE_AUDIT.md new file mode 100644 index 000000000..721c6f820 --- /dev/null +++ b/reproduction/LICENSE_AUDIT.md @@ -0,0 +1,23 @@ +# Artifact distribution review + +Reviewed on 2026-11-01. This release does not add a blanket license to the existing software repository or change any manuscript availability statement. + +## Public-eligible artifacts + +The author explicitly authorized distribution of verified, author-trained artifacts. The three newly trained replacement heads and 96 recovered ResNet18-based exploratory best states contain only author-trained head parameters, not ImageNet/torchvision encoder weights. Forty-eight optimizer/resume files are additional states, not 48 additional trained models. Their source fitting used HEST NCBI783/NCBI785, with TENX95 validation. The official HEST project states that HEST-1k/library/benchmark use CC-BY-NC-SA 4.0. Apply that noncommercial attribution/share-alike license conservatively to the author-owned release head artifacts and permitted derived numerical exports; retain the upstream attribution, license text and dataset citations. This artifact-specific grant does not relicense any separately supplied third-party software or the frozen manuscript. + +HEST source: https://github.com/mahmoodlab/HEST ; https://huggingface.co/datasets/MahmoodLab/hest . Original ResNet18 encoder: https://download.pytorch.org/models/resnet18-f37072fd.pth ; torchvision code: https://github.com/pytorch/vision . The encoder is obtained separately from its official distributor and is not an asset here. + +Wu evaluation data: https://doi.org/10.5281/zenodo.4739739 (Wu and Swarbrick; record identifies the original study). Bassiouni evaluation data: GEO GSE210616, https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE210616 ; Bassiouni et al., Cancer Research83:34–48(2023). Raw counts, tissue images and clinical tables are excluded. The public bundles contain first-party model parameters, configs, aggregate per-gene/panel metrics and verification records, not a redistribution of the GEO submission or article. Public availability of GEO is not presented as a blanket raw-data redistribution license. + +## Phikon: distribution blocked pending clarification + +Pinned encoder: owkin/phikon revision 057cc0295895c2df3dd7681a89680da6015cbefe. Its pinned model card expressly links the Owkin noncommercial license, not MIT/Apache or ordinary CC-BY-NC. The retrieved license hash matches the original local acquisition. The license limits use to nonprofit entities, excludes transfers of material/derivatives/results by or to for-profit organizations, and requires derivative/results licensing on the same terms. HEST has separate CC-BY-NC-SA obligations. Compatible onward distribution of trained Phikon-feature heads/results under both sets of obligations has not been established; no separate permission was found in the authorized local materials. + +Therefore the 36 Phikon head binaries and Phikon-derived numerical export archives are NOT uploaded publicly or to the GitHub-hosted draft. They are retained locally, hash-verified and indexed for recovery. A metadata-only draft explains the blocker. This is not a claim that all such distribution is prohibited: clarification or a compatible permission from the applicable rights holders is needed before publication. Do not replace the custom license with the public ResNet artifact license. The draft contains no raw data, pretrained encoder, or uncleared model binary. + +Official terms: https://github.com/owkin/HistoSSLscaling/blob/main/LICENSE.txt . Pinned model card and exact fetched license/legal-code bytes, hashes and URLs are recorded in licenses/SOURCES.json. Verification of already recovered Phikon heads and factual comparison to the already published paper are distinguished from permission to distribute those binary/result archives. + +## GitHub constraints and integrity + +Repository administration/push permissions were confirmed; no releases or tags existed at task start. GitHub documentation states each release asset must be below 2 GiB: https://docs.github.com/en/repositories/releasing-projects-on-github/about-releases . Every upload must have its fetched size and SHA256 checked. Draft upload/download/clean-checkout verification precedes publication of public-eligible assets. No existing release asset is silently replaced. The versioned research tag identifies the tested code commit on the unmerged PR branch; main is unchanged. diff --git a/reproduction/MODEL_INDEX.json b/reproduction/MODEL_INDEX.json new file mode 100644 index 000000000..2d0a7d1ff --- /dev/null +++ b/reproduction/MODEL_INDEX.json @@ -0,0 +1,44900 @@ +{ + "schema_version": 1, + "genes": [ + "FOXA1", + "SCD", + "KRT7", + "ERBB2", + "POSTN", + "CEACAM6", + "SERHL2", + "ANKRD30A", + "EPCAM", + "ABCC11", + "TACSTD2", + "GATA3", + "FASN", + "MLPH", + "S100A14", + "CDH1", + "CD9", + "KRT8", + "CCND1", + "DSP", + "SERPINA3", + "LYPD3", + "TFAP2A", + "TPD52", + "PTGDS", + "LUM", + "MYO5B", + "SFRP4", + "KRT14", + "TOP2A", + "IL7R", + "AR", + "KRT5", + "PCLAF", + "KLF5", + "SFRP1", + "TRAF4", + "CXCR4", + "MYH11", + "TENT5C", + "TCIM", + "NARS", + "ACTG2", + "PDK4", + "CD3E", + "TRAC", + "JUP", + "LYZ", + "CENPF", + "CCDC80" + ], + "fit_samples": [ + "NCBI783", + "NCBI785" + ], + "validation_sample": "TENX95", + "models": [ + { + "checkpoint": "checkpoints/journal_revision/hest_learned/journal_v2_local_local_seed0.pt", + "sha256": "515bfc33788defbbc49c46937a8b04ad2ba68a81cdc7ff038d466cc21d1a5e33", + "backbone": "resnet18", + "origin": "RECOVERED_POST_V1_EXPLORATORY", + "seed": 0, + "model": "local", + "control": "local", + "architecture": { + "class": "core.mlp_model", + "input_dim": 512, + "output_dim": 50, + "hidden": 128, + "dropout": 0.1 + }, + "feature_scaler": "checkpoints/journal_revision/hest_learned/journal_v2_feature_scaler.npz", + "target_scaling": "Direct C0 normalized targets; no additional head-target scaler", + "selected_epoch": 12, + "training": { + "learning_rate": 0.001, + "weight_decay": 0.0001, + "batch_size": 512, + "max_epochs": 80, + "patience": 10, + "min_delta": 0.0001 + }, + "fit_records": [ + { + "source": "experiments/journal_revision/results/hest_learned/FIT_MANIFEST.json", + "sha256": "53544d5d10ad44930fc8a0f15ccbe8912c038164ea37fdef43d200fd560ce3cf", + "record": { + "protocol_commit": 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"identical": true + }, + "archive": { + "before": "", + "after": "", + "identical": true + }, + "archives": { + "before": "", + "after": "", + "identical": true + }, + "results": { + "before": "", + "after": "", + "identical": true + }, + "figures": { + "before": "", + "after": "", + "identical": true + }, + "tables": { + "before": "", + "after": "", + "identical": true + } + }, + "manuscript_rebuilt_in_place": false, + "historical_results_overwritten": false +} diff --git a/reproduction/README_RELEASE.md b/reproduction/README_RELEASE.md new file mode 100644 index 000000000..92bc40afb --- /dev/null +++ b/reproduction/README_RELEASE.md @@ -0,0 +1,48 @@ +# GraphPathology research artifacts v1 + +This package separates missing original weights from verified post-v1 and newly retrained models. The immutable research-artifacts-v1 tag identifies the tested code on an unmerged review branch. Main and every manuscript/supplement/figure/table remain unchanged. + +- Three primary ResNet18-head replacements are RETRAINED_NOT_ORIGINAL, seeds0/1/2, validation-selected epochs12/11/12. Original checkpoint paths/hashes remain missing. +- The exploratory head asset contains96 distinct recovered ResNet18-based best states:30 minibatch,48 advanced and18 additional matched-rate trial heads. Eighteen matched selected states reuse minibatch binaries; indexes distinguish references from unique states. The48 resume files are not extra fits. +- Thirty-six Phikon heads and associated derivative result archives are held locally pending the custom-license review. The Phikon draft has metadata only. No Phikon encoder/head binary is in this public package. +- Numerical bundles contain derived per-gene/panel metrics and new replay records, not raw patient tissue/counts or pretrained encoders. Frozen source exports retain their bytes and namespaces. New reruns use reproduction/runs/. + +Read REPRODUCTION_REPORT.md for exact versus approximate versus partial scopes, RESULTS_COMPARISON.csv for numerical differences, and LICENSE_AUDIT.md for artifact-specific rights. The new training took place only once; no evaluation-driven tuning was performed. Tiny thread-count sensitivity outcomes are retained. The molecular/geometry full replay and the selected22-patient matched comparison pass strict full-precision checks; new primary ensemble metrics satisfy all practical agreement criteria. + +## Restore and load + +1. Clone HySonLab/GraphPathology at the research-artifacts-v1 tag, on a fresh directory, and install the documented Python dependencies with `python -m pip install -e '.[vision]'`. Use requirements-v1.txt to pin the recorded package versions; install the +cpu Torch packages from the official CPU index. The tag commit is specified in graphpathology-model-and-results-manifest-v1.json; it need not be main. +2. Download the assets attached to this exact release. In their download directory run `sha256sum -c SHA256SUMS.txt`. The manifest itself is covered by that checksum index; the index cannot hash itself. Compare the separately fetched GitHub asset digests/verification receipt as well. Checksums establish integrity, not a cryptographic author signature. +3. Run from the checkout: + +```bash +python -m graphpathology.reproduction_release restore \ + --assets /absolute/path/to/downloads \ + --manifest /absolute/path/to/downloads/graphpathology-model-and-results-manifest-v1.json +``` + +The restore command verifies every outer/member hash and preflights all paths before writing; it refuses conflicting existing files and leaves identical files untouched. It cannot write manuscript paths. A model can be loaded only with safe `torch.load(...,weights_only=True)` and its indexed configuration/feature scaler. Do not load a primary replacement as an original v1 checkpoint. + +For aligned frozen ResNet18 embeddings (N×512, no hidden expression), the explicit primary route is: + +```bash +python -m graphpathology.reproduction_primary predict \ + --checkpoints checkpoints/reproduced/primary_resnet18/primary-20261101-v1 \ + --features /absolute/path/to/real_aligned_embeddings.npz \ + --output reproduction/runs/your-new-check/primary_predictions.npz +``` + +The NPZ needs an embeddings array in the original official preprocessing contract and gene/barcode alignment must be independently verified. The checkpoint folder includes the historical feature and head-target scalers, original50-gene order, source checksums, selected epochs and complete training histories. External C9 transport is separate and applied once by the documented evaluation route; no external refitting is allowed. + +To retrain after reconstructing the registered HEST inputs, use the locked config and a NEW run identity: + +```bash +python -m graphpathology.reproduction_primary train \ + --config configs/reproduction/primary-v1.json \ + --checkpoints checkpoints/reproduced/primary_resnet18/your-new-run \ + --output reproduction/runs/your-new-training-run +``` + +The original doctor --require-models still fails for missing historical primary weights; this is intentional. Opt-in reproduction succeeds independently. Download the official ResNet18 IMAGENET1K_V1 encoder separately from https://download.pytorch.org/models/resnet18-f37072fd.pth (SHA256 f37072fd47e89c5e827621c5baffa7500819f7896bbacec160b1a16c560e07ec) when extracting image features. No encoder is redistributed here. HEST source acquisitions and transforms are documented in docs/JOURNAL_REVISION.md and the immutable cache provenance; source samples remain NCBI783/NCBI785, validation TENX95, development-only TENX99. + +The accompanying RELEASE_VERIFICATION.json records actual GitHub download/checksum/clean-checkout/real-image inference checks. Public URLs and the metadata-only Phikon draft are recorded in docs/RELEASES.md. 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"6ee451c01e3fb55aad3de5081f4b26d432ac5eb35b962459f8646704f347b939" + }, + { + "bundle": "GraphPathology_Matched_Backbone_Head_States.zip", + "path": "checkpoints/journal_revision/hest_learned/journal_v2_sage_spatial_seed1.pt", + "bytes": 292089, + "sha256": "19868f809844bc20c2da24def09e45123bf22f085470eeef5ba22ee97979ecc7" + }, + { + "bundle": "GraphPathology_Matched_Backbone_Head_States.zip", + "path": "checkpoints/journal_revision/hest_learned/journal_v2_sage_spatial_seed2.pt", + "bytes": 292089, + "sha256": "e3631642f0252b49f59a8d47b05a5d90bc5d5f273fb706ad1c4efcdd80972024" + } +] diff --git a/reproduction/RECOVERY_REPORT.md b/reproduction/RECOVERY_REPORT.md index fa719a58c..8ab13b280 100644 --- a/reproduction/RECOVERY_REPORT.md +++ b/reproduction/RECOVERY_REPORT.md @@ -6,7 +6,7 @@ The historical artifact directory is present on this machine. All five prepared All 30 minibatch, 48 advanced and 72 matched candidate state references are hash-verified. The 18 matched ResNet references reused from the minibatch study are duplicate references, not 18 extra states: 132 unique best-state binaries are available. Additional optimizer/resume files remain preserved. None substitutes for the three missing original primary heads. -Search covered research model files in Documents/Downloads, the accessible media/mnt directories, artifact ZIPs, git object names across all refs, and GitHub releases/tags/CI artifact listings. No older drive is mounted under media or mnt. No model blobs appear in git history; git-lfs is not installed and no LFS pointer/model objects were found. GitHub has no releases or tags; its 9 retained CI artifacts are publication-validation documents/reports, not research checkpoints. Supporting legacy source/model registries remain intact. No passwords or private storage accounts were requested. +Search covered research model files in Documents/Downloads, the accessible media/mnt directories, artifact ZIPs, git object names across all refs, and GitHub releases/tags/CI artifact listings. No older drive is mounted under media or mnt. The separate NPZ search includes Ridge/PCA containers and also found no missing original identity. No model blobs appear in git history; git-lfs is not installed and no LFS pointer/model objects were found. GitHub has no releases or tags; its 9 retained CI artifacts are publication-validation documents/reports, not research checkpoints. Supporting legacy source/model registries remain intact. No passwords or private storage accounts were requested. All three selected original primary heads remain ORIGINAL_MISSING, with original paths/hashes retained in INVENTORY.csv. Other missing historical supporting models are catalogued, but are not needed for the declared primary replay and will not be needlessly retrained. The planned replacement ensemble will have fresh identities under checkpoints/reproduced/primary_resnet18/. No training has occurred in this reproduction task yet. diff --git a/reproduction/REPRODUCTION_REPORT.md b/reproduction/REPRODUCTION_REPORT.md new file mode 100644 index 000000000..d7dff35f7 --- /dev/null +++ b/reproduction/REPRODUCTION_REPORT.md @@ -0,0 +1,50 @@ +# GraphPathology artifact recovery and reproduction + +The three original selected primary checkpoints remain missing. Three separately identified replacement heads were trained once, using the historical configuration and source-only splits. The external ensemble results satisfy every advance-declared agreement criterion; full-precision cohort metrics match the frozen records within floating-point precision. No manuscript, supplementary material, figure, table, bibliography, PDF or historical result was edited or rebuilt in place. + +## What was recovered + +Five author-local prepared archives were recovered and verified. All 30 minibatch, 48 advanced and 72 candidate matched state references are available. Eighteen matched ResNet references reuse minibatch states: there are 132 distinct best states, plus 48 optimizer/resume files. All were safely loaded and all best states performed bounded real-section inference. The original 3 primary heads and 1,379 supporting historical model/PCA entries remain explicitly missing. Only the primary ensemble was necessary to retrain. A 27-archive model-member search found no registered missing original; accessible Documents/Downloads, mounted-media locations, git model-object names, release/tag/CI listings were also checked. CI listings and their producing workflow definitions were inspected; their archive payloads were not exhaustively downloaded. No older drive was mounted and no private storage credentials were requested. + +See INVENTORY.csv, RECOVERY_REPORT.md, ARCHIVE_SEARCH.json and RECOVERED_BUNDLES.json. Original expected hashes are preserved; replacement identities are never substituted into original doctor/infer routes. + +## Training and evaluation + +Protocol commit 1b19cf9d9 precedes all new fits. Source-code audit corrected the protocol's initial target-precision prose before fitting: the historical C0 transformation casts to float32 before the separate head-target scaler. NCBI783/NCBI785 provide 7,015 fitting locations; TENX95 provides 7,760 stopping locations. Source features, ordered genes/barcodes, raw data identities, 224-pixel RGB geometry and persisted scalers passed audit. Reconstructed feature-scaler statistics match exactly; the target-scaler standard-deviation difference is at most 1.54e-14. The persisted original scalers were used, not refitted replacements. + +The head is 512→256→GELU→Dropout0.1→50, AdamW lr0.001/decay0.0001, batch512, max80, patience10/min_delta0.0001, CPU float32, deterministic algorithms, four threads. Seeds0/1/2 selected epochs12/11/12 independently. Validation median Pearson was0.6858333517/0.6797878971/0.6861210879. No external/development outcome selected weights, hyperparameters, calibration or stopping. Each head prediction is inverse target-scaled; the float64 ensemble mean is cast to float32. Archived C9 calibration is applied once to external fusion, without fitting Bassiouni. + +Only one three-seed training run occurred. Fresh identities live under checkpoints/reproduced/primary_resnet18/primary-20261101-v1, with origin RETRAINED_NOT_ORIGINAL. Tensor-level agreement in a rerun is not recovery of an original checkpoint/container identity. + +## Results by scope + +| Finding | Actual rerun | Status | +|---|---:|---| +|20% distributed molecular correlation, Wu |0.3590441 (paper0.359)|EXACT_REPLAY against full-precision exports| +|20% distributed molecular correlation, Bassiouni |0.4158616 (paper0.416)|EXACT_REPLAY against full-precision exports| +|Bassiouni central fixed-H placement median Δr |-0.1540804 (paper-0.1541)|EXACT_REPLAY| +|Bassiouni placement relative MSE |+44.9864% (paper+45.0%)|EXACT_REPLAY| +|ResNet18 GCN-vs-local residual Δr / MSE |+0.0481 /-17.84%|EXACT_REPLAY of recovered weights| +|Phikon GCN-vs-local residual Δr / MSE |+0.0075 /-1.70%|EXACT_REPLAY locally; distribution review pending| + +Tier A recomputed 22,500 runs across all 25 sections, all 20 V1 estimators, V2 geometries,10/20/40% budgets and B2 identical-H placements. All 3,375,000 primary per-gene Pearson/MSE/MAE values matched frozen full-precision references at rtol=atol=1e-10; 45,000 NaN/random-all-unobserved corruption checks passed. Spearman remains explicitly near-tie sensitive, with no exact secondary-rank claim. + +Tier B evaluated image-only M0 and fixed calibrated fusion M3 on all 25 external sections, ten original V1 mask trajectories and 20% anchors, retaining each individual seed and the ensemble. All 12 ensemble cohort criteria passed (|Δr|≤0.05 and absolute relative MSE/MAE difference≤15%). Per-patient, per-mask, seed and cohort differences are in RESULTS_COMPARISON.csv and verification/tier-b-v2_*; the ensemble's largest cohort median-correlation delta is 5.56e-17. These are newly fitted models, labeled APPROXIMATE_RETRAIN even where exported metrics match. The weak image-only performance and the fusion disadvantage relative to molecular interpolation remain present. TENX99 is a separate development-only evaluation. Per-patient sample variance/std/range over the three training seeds is retained in verification/SEED_VARIATION.csv; seeds were not selected or treated as independent patients. Other historical neural protocols/LOPO/PCA branches were not retrained or claimed reproduced. + +Tier C hash/config/selected-state/safe-load/real-forward checks cover 150 logical references and 132 unique best states on the actual 554-location BASS_P19 section. 114 references also match existing numerical exports at 1e-10; 36 unselected validation-only trial references have no historical external export and are marked PARTIAL/safe-forward-only. No such missing reference was fabricated. All 48 optimizer/resume files load safely. The separate 22-patient selected GCN/local replay computed 792 residual-route rows from real predictions, both backbones, three training seeds and three original neural masks; all pass strict archive comparisons. + +The first completed recovered-head replay used four inference threads everywhere. Its float32 reduction differences reached 6.09e-8 in a panel correlation. Original extension records specify one inference thread, while later Phikon scoring used four. One corrective replay restored those immutable runtime settings; the initial outcomes remain as sensitivity evidence. No thresholds, data, models or weights changed. EXECUTION_ISSUES.md also records two pre-outcome input/reference-path assertion failures and their regression tests. + +Displayed paper values are rounded. Exactness refers to full-precision archive checks, not an assertion that a rounded printed number agrees to 1e-10. This is informed post-publication reproducibility, not new blind validation or a scientific equivalence test. + +## Resources and verification + +Available hardware: 12 logical CPU cores, approximately 30 GiB RAM; CUDA unavailable. Fitting took 14.92s including input audit, with peak sampled RSS 583 MiB. Full deterministic replay took 521.22s; corrected matched replay 67.39s; corrected artifact verification 12.51s. Detailed per-stage times, hashes, environment and histories are retained in COMPUTE_SUMMARY.json and verification/. All research inputs were recovered locally, so no new research dataset was downloaded. License files and the official encoder used in the clean-checkout test are separately logged. No paid computing service was initiated. + +The original 142-test baseline is preserved, with new tests for replacement identity, scaler/ensemble ordering, source-split protection, protected output paths, checkpoint tampering, preserved external float64 precision, original reference/runtime restoration and safe asset restoration. All 29 publication targets and 71 regression checks passed in a separate scratch output directory; no manuscript PDF was rebuilt. Preservation of 83,136 frozen scientific/history files and original Git trees is verified separately in PRESERVATION_REPORT.json. + +## Distribution and limitations + +The public-eligible package contains three replacement primary heads and 96 recovered ResNet18-based heads, with 48 additional resume files, scalers/configs/indexes, permitted derived numerical results and SHA256 manifests. Third-party pretrained encoders and raw patient data are excluded. Thirty-six verified Phikon heads and their derivative result archives remain local; a metadata-only draft records the specific licensing blocker described in LICENSE_AUDIT.md. This does not block the verified ResNet artifacts. + +The research tag points to the tested code commit on the separate, unmerged PR branch, not an alteration of main. Actual URLs, upload/download checksums and the clean-checkout verification receipt are recorded in docs/RELEASES.md and RELEASE_VERIFICATION.json. Release publication does not imply that the PR has been reviewed or merged. No missing original checkpoint is represented as recovered. diff --git a/reproduction/RESULTS_COMPARISON.csv b/reproduction/RESULTS_COMPARISON.csv new file mode 100644 index 000000000..4a88438ce --- /dev/null +++ b/reproduction/RESULTS_COMPARISON.csv @@ -0,0 +1,8157 @@ +study,patient,method,mask,metric,paper_value,rerun_value,delta,absolute_delta,relative_delta,aggregation,status,reference_kind,training_seed,criterion_pass +tier_a_twenty_estimators,1160920F,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.3741612602871943,0.3741612602871943,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.08016639883032965,0.08016639883032965,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.19677515239608043,0.19677515239608043,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.35824568087085273,0.35824568087085273,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.08130706244714894,0.08130706244714894,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.2001224598107359,0.2001224598107359,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.3603894789324575,0.3603894789324575,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.08169136518483296,0.08169136518483296,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.1957736832311956,0.1957736832311956,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.37802935026765033,0.37802935026765033,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.079189744794991,0.079189744794991,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.19501521201267152,0.19501521201267152,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.35904407203033417,0.35904407203033417,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.08173780109021749,0.08173780109021749,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.1950987851120127,0.1950987851120127,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.32427795991174907,0.32427795991174907,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.08920619762976965,0.08920619762976965,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.1989685547279894,0.1989685547279894,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.386874158992681,0.386874158992681,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.07904034354043044,0.07904034354043044,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.196896010236372,0.196896010236372,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.3707580155900669,0.3707580155900669,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.07993789033747949,0.07993789033747949,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.19486741517272863,0.19486741517272863,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.32939220744643133,0.32939220744643133,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.08762403796941057,0.08762403796941057,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.19829165893764678,0.19829165893764678,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.3268393893632935,0.3268393893632935,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.08869450427600115,0.08869450427600115,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.1986138330609971,0.1986138330609971,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.3133661284523849,0.3133661284523849,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.09247553111393483,0.09247553111393483,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.20067157632196758,0.20067157632196758,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.29695047175658557,0.29695047175658557,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.09790892068626507,0.09790892068626507,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.20377269089111394,0.20377269089111394,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.36024762943674754,0.36024762943674754,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.0817007105202878,0.0817007105202878,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.19510598601966694,0.19510598601966694,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.3411651729515731,0.3411651729515731,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.0853233297248721,0.0853233297248721,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.1966455451407419,0.1966455451407419,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.3146712469987401,0.3146712469987401,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.09212596556646119,0.09212596556646119,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.2004648268836171,0.2004648268836171,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,nearest,original V1 seeds0-9;20%,median_pearson,0.222590454468696,0.222590454468696,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,nearest,original V1 seeds0-9;20%,mean_mse,0.13758190300363196,0.13758190300363196,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,nearest,original V1 seeds0-9;20%,mean_mae,0.22486958475084617,0.22486958475084617,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.35894046865526563,0.35894046865526563,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.08109665785348238,0.08109665785348238,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.19797736078084782,0.19797736078084782,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.3476609985496827,0.3476609985496827,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.0823513976348444,0.0823513976348444,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.20142683213546939,0.20142683213546939,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.3275018043610064,0.3275018043610064,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.0883156860378094,0.0883156860378094,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.19897089046347627,0.19897089046347627,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.3541653962163722,0.3541653962163722,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.08227827072308304,0.08227827072308304,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,1160920F,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.19660019351928323,0.19660019351928323,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.28567516848591745,0.28567516848591745,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.10349231469647202,0.10349231469647202,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.22723193403045258,0.22723193403045258,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.24897120647138063,0.24897120647138063,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.1089277790733422,0.1089277790733422,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.23531053832382046,0.23531053832382046,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.3082153947202343,0.3082153947202343,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.10128207143748147,0.10128207143748147,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.22132678929207864,0.22132678929207864,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.31801237111877445,0.31801237111877445,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.09942417705918971,0.09942417705918971,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.222082035094123,0.222082035094123,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.3253115965713162,0.3253115965713162,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.09871184416486299,0.09871184416486299,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.2178682584713218,0.2178682584713218,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.3051147901475391,0.3051147901475391,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.10523475604190155,0.10523475604190155,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.21992286001180253,0.21992286001180253,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.30687291484261625,0.30687291484261625,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.10241384152112368,0.10241384152112368,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.22771373275150988,0.22771373275150988,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.3276564757749433,0.3276564757749433,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.09791893970351215,0.09791893970351215,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.2190950328369951,0.2190950328369951,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.30802434766133874,0.30802434766133874,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.10384436456233673,0.10384436456233673,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.21959133062536554,0.21959133062536554,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.3046873869442087,0.3046873869442087,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.10518795515562837,0.10518795515562837,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.2201042572610506,0.2201042572610506,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.29904704356385203,0.29904704356385203,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.10828127148575768,0.10828127148575768,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.22111995810211432,0.22111995810211432,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.288750371253922,0.288750371253922,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.11382572899363412,0.11382572899363412,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.2240578128620237,0.2240578128620237,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.32105051792682426,0.32105051792682426,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.09951061939886456,0.09951061939886456,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.21881469403046405,0.21881469403046405,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.3166464977505091,0.3166464977505091,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.10143337287676753,0.10143337287676753,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.21799828270497792,0.21799828270497792,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.30066932938863117,0.30066932938863117,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.10794149407774416,0.10794149407774416,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.22098344049997748,0.22098344049997748,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,nearest,original V1 seeds0-9;20%,median_pearson,0.22752785134655165,0.22752785134655165,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,nearest,original V1 seeds0-9;20%,mean_mse,0.15977912913976827,0.15977912913976827,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,nearest,original V1 seeds0-9;20%,mean_mae,0.25023357155790754,0.25023357155790754,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.2651665370874769,0.2651665370874769,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.10611335213337263,0.10611335213337263,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.23028040999887484,0.23028040999887484,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.219997053335782,0.219997053335782,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.11225493653089351,0.11225493653089351,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.23884958659005742,0.23884958659005742,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.29348078467966277,0.29348078467966277,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.1068267523680064,0.1068267523680064,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.22264274394818973,0.22264274394818973,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.2943043062723957,0.2943043062723957,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.10329958781281907,0.10329958781281907,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID4290,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.2238950016115376,0.2238950016115376,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.461292931225985,0.461292931225985,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.12003227467990549,0.12003227467990549,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.2531586593834903,0.2531586593834903,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.41699957898037116,0.41699957898037116,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.12598577060882757,0.12598577060882757,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.26231561854222174,0.26231561854222174,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.4891952849822089,0.4891952849822089,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.11727477574172633,0.11727477574172633,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.2467914535275296,0.2467914535275296,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.4968035939355433,0.4968035939355433,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.11503098051671531,0.11503098051671531,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.24740730064741304,0.24740730064741304,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.5016813514824456,0.5016813514824456,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.11500954478567427,0.11500954478567427,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.24373842918920277,0.24373842918920277,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.4793245984046253,0.4793245984046253,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.12377934318935255,0.12377934318935255,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.24699835755473845,0.24699835755473845,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.48035552848818686,0.48035552848818686,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.11746928313819982,0.11746928313819982,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.2530545979294384,0.2530545979294384,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.5031665562697132,0.5031665562697132,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.11367342847664288,0.11367342847664288,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.24485934997197195,0.24485934997197195,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.4809847415136111,0.4809847415136111,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.12222960112750718,0.12222960112750718,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.2467271569618184,0.2467271569618184,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.48279251157088304,0.48279251157088304,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.12236625776596957,0.12236625776596957,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.24606256875196383,0.24606256875196383,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.4746482789465912,0.4746482789465912,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.12671981960470133,0.12671981960470133,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.24792730375727845,0.24792730375727845,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.45967226808619505,0.45967226808619505,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.13379728719397194,0.13379728719397194,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.2515869171189956,0.2515869171189956,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.49944252762873986,0.49944252762873986,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.11540773414135293,0.11540773414135293,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.2442160326584065,0.2442160326584065,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.4950218717796253,0.4950218717796253,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.11842254076439244,0.11842254076439244,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.24414246869097173,0.24414246869097173,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.47410142522678855,0.47410142522678855,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.12691480870798508,0.12691480870798508,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.24815039430147054,0.24815039430147054,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,nearest,original V1 seeds0-9;20%,median_pearson,0.3684296630700504,0.3684296630700504,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,nearest,original V1 seeds0-9;20%,mean_mse,0.18826591932878484,0.18826591932878484,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,nearest,original V1 seeds0-9;20%,mean_mae,0.2794735460011069,0.2794735460011069,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.4423926730426497,0.4423926730426497,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.1227955064950624,0.1227955064950624,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.2560963616227777,0.2560963616227777,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.3959644280096283,0.3959644280096283,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.12843641022138527,0.12843641022138527,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.26498893528063583,0.26498893528063583,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.47432647750334966,0.47432647750334966,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.12365450193909097,0.12365450193909097,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.24817813405633515,0.24817813405633515,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.47535432934599314,0.47535432934599314,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.1196601004653454,0.1196601004653454,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,CID44971,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.24938909103468423,0.24938909103468423,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.3807321450758872,0.3807321450758872,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.08863210943648411,0.08863210943648411,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.20520885304120812,0.20520885304120812,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.35606246489333343,0.35606246489333343,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.09400923020521876,0.09400923020521876,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.21281390062198743,0.21281390062198743,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.3824282133131884,0.3824282133131884,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.08723414341809059,0.08723414341809059,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.20129952865008116,0.20129952865008116,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.39565416647291995,0.39565416647291995,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.08596148938070006,0.08596148938070006,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.20159497055106573,0.20159497055106573,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.3816934574726412,0.3816934574726412,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.08691579085328541,0.08691579085328541,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.20000810610154293,0.20000810610154293,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.34680298787409763,0.34680298787409763,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.09450752348299854,0.09450752348299854,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.20466389429830278,0.20466389429830278,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.3942644457135693,0.3942644457135693,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.0882941223802984,0.0882941223802984,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.20594358465207696,0.20594358465207696,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.38640309957746594,0.38640309957746594,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.08586582585471092,0.08586582585471092,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.20027289195103473,0.20027289195103473,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.3489427151046909,0.3489427151046909,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.09327872852374333,0.09327872852374333,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.20407426194794467,0.20407426194794467,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.35993365967222885,0.35993365967222885,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.09266327556473726,0.09266327556473726,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.20341712108479681,0.20341712108479681,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.3462321847423505,0.3462321847423505,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.09657023233705489,0.09657023233705489,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.20590450592188572,0.20590450592188572,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.32639488792112414,0.32639488792112414,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.10235889538659886,0.10235889538659886,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.20987646738329246,0.20987646738329246,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.38479873646373236,0.38479873646373236,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.086725201483596,0.086725201483596,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.20015897175784772,0.20015897175784772,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.36929267861630277,0.36929267861630277,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.08994067291485118,0.08994067291485118,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.20147516580954142,0.20147516580954142,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.3408455508920856,0.3408455508920856,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.09704978831370285,0.09704978831370285,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.20623154492641022,0.20623154492641022,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,nearest,original V1 seeds0-9;20%,median_pearson,0.25745998410534254,0.25745998410534254,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,nearest,original V1 seeds0-9;20%,mean_mse,0.1409180285660631,0.1409180285660631,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,nearest,original V1 seeds0-9;20%,mean_mae,0.2345490494822528,0.2345490494822528,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.3616679484657258,0.3616679484657258,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.09177775504637715,0.09177775504637715,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.20872199378007616,0.20872199378007616,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.3350691551125206,0.3350691551125206,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.09692531328642055,0.09692531328642055,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.2159709290130702,0.2159709290130702,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.35281513121057373,0.35281513121057373,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.09331684124830145,0.09331684124830145,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.20479350529870172,0.20479350529870172,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.36674430771060074,0.36674430771060074,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.08938637885021206,0.08938637885021206,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P01,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.20389010976605487,0.20389010976605487,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.4554182505313859,0.4554182505313859,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.09423457849871861,0.09423457849871861,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.219768414241276,0.219768414241276,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.4415713037774623,0.4415713037774623,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.09838568048191809,0.09838568048191809,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.22526977392978886,0.22526977392978886,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.4564081096396847,0.4564081096396847,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.09347418648867549,0.09347418648867549,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.2175077793639814,0.2175077793639814,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.47013939502738455,0.47013939502738455,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.0915043043473002,0.0915043043473002,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.21618891033781584,0.21618891033781584,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.45883101670513604,0.45883101670513604,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.09255589655054422,0.09255589655054422,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.21562643718137192,0.21562643718137192,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.425833055346748,0.425833055346748,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.10016466119002758,0.10016466119002758,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.22136909709612757,0.22136909709612757,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.46972162132310685,0.46972162132310685,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.0933950393248635,0.0933950393248635,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.21927597662880932,0.21927597662880932,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.4669929523499886,0.4669929523499886,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.09136176098561562,0.09136176098561562,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.21517845779513317,0.21517845779513317,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.4298406099902719,0.4298406099902719,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.09867443997118555,0.09867443997118555,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.22027869238054362,0.22027869238054362,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.42843410053724595,0.42843410053724595,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.09947190921345932,0.09947190921345932,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.22126171952552548,0.22126171952552548,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.4163340581251411,0.4163340581251411,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.10335933783524931,0.10335933783524931,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.22410402705462001,0.22410402705462001,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.3998079471212311,0.3998079471212311,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.1093216844784346,0.1093216844784346,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.22868997250141962,0.22868997250141962,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.4592761420127201,0.4592761420127201,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.0927691977220039,0.0927691977220039,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.21617817339002482,0.21617817339002482,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.44394695215670643,0.44394695215670643,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.09591644701640005,0.09591644701640005,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.21805151164794986,0.21805151164794986,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.4175278453122342,0.4175278453122342,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.10315820680458887,0.10315820680458887,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.22370387081676285,0.22370387081676285,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,nearest,original V1 seeds0-9;20%,median_pearson,0.3220690694895072,0.3220690694895072,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,nearest,original V1 seeds0-9;20%,mean_mse,0.15396911357107068,0.15396911357107068,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,nearest,original V1 seeds0-9;20%,mean_mae,0.2602129488722028,0.2602129488722028,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.44377367220919395,0.44377367220919395,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.09609801078151947,0.09609801078151947,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.22186897521787166,0.22186897521787166,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.4300113203749995,0.4300113203749995,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.10046097561681913,0.10046097561681913,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.2275175503440368,0.2275175503440368,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.4246459347479945,0.4246459347479945,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.09980471922638405,0.09980471922638405,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.22226425087261936,0.22226425087261936,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.4487614626731446,0.4487614626731446,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.09493280045626357,0.09493280045626357,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P02,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.21928345071943062,0.21928345071943062,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.5240764121669288,0.5240764121669288,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.08876777407773997,0.08876777407773997,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.19806589594539142,0.19806589594539142,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.4854568858716277,0.4854568858716277,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.10113020664305675,0.10113020664305675,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.2151939371502433,0.2151939371502433,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.5381256111933042,0.5381256111933042,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.08340124103438082,0.08340124103438082,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.1869414025024109,0.1869414025024109,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.547406203591047,0.547406203591047,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.08344717507841855,0.08344717507841855,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.19117303777435674,0.19117303777435674,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.5451028500039238,0.5451028500039238,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.0808954010963783,0.0808954010963783,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.1840592921042312,0.1840592921042312,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.5207255514660065,0.5207255514660065,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.08548221882552834,0.08548221882552834,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.18346217175901042,0.18346217175901042,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.5303227464337129,0.5303227464337129,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.09087212676850998,0.09087212676850998,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.20346670363804228,0.20346670363804228,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.5480238134674247,0.5480238134674247,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.08182963020145376,0.08182963020145376,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.1885814186435206,0.1885814186435206,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.5224384939304547,0.5224384939304547,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.08472261000262274,0.08472261000262274,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.18447183855882593,0.18447183855882593,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.5252260600498254,0.5252260600498254,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.08547091306793175,0.08547091306793175,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.18248932920055497,0.18248932920055497,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.5145754325885289,0.5145754325885289,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.08793476415752594,0.08793476415752594,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.182956345999687,0.182956345999687,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.4992351802389754,0.4992351802389754,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.09243949632032702,0.09243949632032702,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.18504206414317342,0.18504206414317342,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.5441631556878914,0.5441631556878914,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.08133025409655743,0.08133025409655743,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.18383164712391092,0.18383164712391092,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.5353431014176675,0.5353431014176675,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.08240845556232049,0.08240845556232049,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.18176071144156683,0.18176071144156683,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.5144972466166824,0.5144972466166824,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.08754268526561149,0.08754268526561149,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.18324301249425456,0.18324301249425456,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,nearest,original V1 seeds0-9;20%,median_pearson,0.41174686638967756,0.41174686638967756,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,nearest,original V1 seeds0-9;20%,mean_mse,0.13029075681318608,0.13029075681318608,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,nearest,original V1 seeds0-9;20%,mean_mae,0.20484435750203903,0.20484435750203903,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.509962067670797,0.509962067670797,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.0919694298516436,0.0919694298516436,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.20188092155833517,0.20188092155833517,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.4603226672831128,0.4603226672831128,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.10642312899128188,0.10642312899128188,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.22055812907244018,0.22055812907244018,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.5206289907344523,0.5206289907344523,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.08691104408078872,0.08691104408078872,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.18496102332958456,0.18496102332958456,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.5299276302390687,0.5299276302390687,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.08531842856519824,0.08531842856519824,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P03,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.18956160993529003,0.18956160993529003,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.28461686562289734,0.28461686562289734,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.11650930849868854,0.11650930849868854,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.24804867614563011,0.24804867614563011,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.25473820388521,0.25473820388521,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.11961711885554197,0.11961711885554197,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.2523971175786409,0.2523971175786409,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.3063705986097383,0.3063705986097383,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.11625236824990504,0.11625236824990504,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.24562320834593984,0.24562320834593984,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.3212667823608266,0.3212667823608266,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.11257113461881181,0.11257113461881181,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.24352861592620414,0.24352861592620414,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.33448353855690166,0.33448353855690166,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.11256589187205857,0.11256589187205857,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.24117545937396004,0.24117545937396004,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.31736938201299547,0.31736938201299547,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.12038448258866255,0.12038448258866255,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.2455380758862721,0.2455380758862721,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.3188634433691152,0.3188634433691152,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.11349179928301134,0.11349179928301134,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.24579020380933522,0.24579020380933522,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.3368682066958145,0.3368682066958145,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.11064895557553345,0.11064895557553345,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.24049946573689568,0.24049946573689568,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.3193263186357215,0.3193263186357215,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.118434877653894,0.118434877653894,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.24435086442402715,0.24435086442402715,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.3196331629247696,0.3196331629247696,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.12102541463676549,0.12102541463676549,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.24657094253190515,0.24657094253190515,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.31724377472299037,0.31724377472299037,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.12462115113139054,0.12462115113139054,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.24839744911977163,0.24839744911977163,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.3071973611744766,0.3071973611744766,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.13093071164737782,0.13093071164737782,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.25245300528082326,0.25245300528082326,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.32403708188741853,0.32403708188741853,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.11434460894349814,0.11434460894349814,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.2432569393953648,0.2432569393953648,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.3285302747023647,0.3285302747023647,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.1165260734364371,0.1165260734364371,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.24332215958473769,0.24332215958473769,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.3141068354334515,0.3141068354334515,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.12395936130404135,0.12395936130404135,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.24783704484766572,0.24783704484766572,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,nearest,original V1 seeds0-9;20%,median_pearson,0.24497983672138104,0.24497983672138104,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,nearest,original V1 seeds0-9;20%,mean_mse,0.18176914875853084,0.18176914875853084,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,nearest,original V1 seeds0-9;20%,mean_mae,0.28428947466115656,0.28428947466115656,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.261636369974554,0.261636369974554,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.11878192953542403,0.11878192953542403,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.2504605111430833,0.2504605111430833,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.22971352855419727,0.22971352855419727,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.12188558971320422,0.12188558971320422,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.2546120831514738,0.2546120831514738,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.29838385064864986,0.29838385064864986,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.12277395721885362,0.12277395721885362,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.24900828720152862,0.24900828720152862,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.2869217634761849,0.2869217634761849,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.11862750933798835,0.11862750933798835,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P04,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.24829290908743035,0.24829290908743035,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.5969085622880395,0.5969085622880395,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.148456837992958,0.148456837992958,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.2655166751457407,0.2655166751457407,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.5727033934987927,0.5727033934987927,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.1631767159842209,0.1631767159842209,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.2837292338113296,0.2837292338113296,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.6153484868679329,0.6153484868679329,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.1400718397023159,0.1400718397023159,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.2547430964993323,0.2547430964993323,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.6252850108414109,0.6252850108414109,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.13839897122029599,0.13839897122029599,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.25653428924270105,0.25653428924270105,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.6360961191614768,0.6360961191614768,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.13338918897106208,0.13338918897106208,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.24886288924359148,0.24886288924359148,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.6207827565246868,0.6207827565246868,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.14075536597525706,0.14075536597525706,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.2508441393970786,0.2508441393970786,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.6173799065572708,0.6173799065572708,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.14648454145842552,0.14648454145842552,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.2685949803796781,0.2685949803796781,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.6386063810030695,0.6386063810030695,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.13356781224241898,0.13356781224241898,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.25216296252679604,0.25216296252679604,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.6224517963677368,0.6224517963677368,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.13943177223191133,0.13943177223191133,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.25114330369028876,0.25114330369028876,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.6142447832112878,0.6142447832112878,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.14192222968714296,0.14192222968714296,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.2516049046631748,0.2516049046631748,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.6131856260549904,0.6131856260549904,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.14481248143731867,0.14481248143731867,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.2521624693921384,0.2521624693921384,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.6035797024654704,0.6035797024654704,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.15151932376497682,0.15151932376497682,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.25559787196003997,0.25559787196003997,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.629164344611114,0.629164344611114,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.1357620426341265,0.1357620426341265,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.25076729019935895,0.25076729019935895,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.6299939096253908,0.6299939096253908,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.13625832700378754,0.13625832700378754,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.24850049911789363,0.24850049911789363,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.615681210921286,0.615681210921286,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.14403228198352996,0.14403228198352996,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.25190561230733405,0.25190561230733405,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,nearest,original V1 seeds0-9;20%,median_pearson,0.514686777791849,0.514686777791849,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,nearest,original V1 seeds0-9;20%,mean_mse,0.21340799286884676,0.21340799286884676,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,nearest,original V1 seeds0-9;20%,mean_mae,0.28972590563894884,0.28972590563894884,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.5827189723921627,0.5827189723921627,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.15418799757707305,0.15418799757707305,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.2705865797711229,0.2705865797711229,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.563889028271818,0.563889028271818,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.16921651124523882,0.16921651124523882,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.2901471857874279,0.2901471857874279,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.5987085461571762,0.5987085461571762,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.14605979072333775,0.14605979072333775,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.2558809636715309,0.2558809636715309,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.6034151642685047,0.6034151642685047,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.14443773343586602,0.14443773343586602,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P05,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.25900219384690515,0.25900219384690515,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.3354121907848986,0.3354121907848986,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.06664928490727334,0.06664928490727334,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.1717457465814605,0.1717457465814605,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.3489444085360255,0.3489444085360255,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.06675673369835419,0.06675673369835419,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.17363077257771803,0.17363077257771803,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.3188516011301012,0.3188516011301012,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.06871592510810234,0.06871592510810234,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.17167567652880747,0.17167567652880747,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.3353960631249047,0.3353960631249047,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.06624276104320256,0.06624276104320256,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.17067437109105682,0.17067437109105682,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.3122400359203706,0.3122400359203706,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.06917856409686782,0.06917856409686782,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.17141444614682125,0.17141444614682125,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.2781060298824526,0.2781060298824526,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.0760241010490115,0.0760241010490115,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.1748915863035137,0.1748915863035137,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.35243147237465566,0.35243147237465566,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.06556261767270222,0.06556261767270222,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.17164791805161722,0.17164791805161722,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.3243871835674818,0.3243871835674818,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.06744273699036836,0.06744273699036836,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.1709919335613026,0.1709919335613026,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.2832217575290933,0.2832217575290933,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.07464904058929943,0.07464904058929943,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.17429090172584377,0.17429090172584377,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.2808502672353202,0.2808502672353202,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.07541814803811073,0.07541814803811073,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.17457842739953602,0.17457842739953602,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.26938974475070726,0.26938974475070726,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.07888385796218407,0.07888385796218407,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.17641168983038755,0.17641168983038755,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.2566710642740447,0.2566710642740447,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.08366822233924284,0.08366822233924284,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.17899635959063304,0.17899635959063304,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.31676597927915157,0.31676597927915157,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.06898308818169169,0.06898308818169169,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.17136096367233675,0.17136096367233675,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.29370259448854175,0.29370259448854175,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.07251507157278951,0.07251507157278951,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.17293732668268536,0.17293732668268536,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.2695896643801508,0.2695896643801508,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.07861162703409148,0.07861162703409148,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.1762142258077292,0.1762142258077292,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,nearest,original V1 seeds0-9;20%,median_pearson,0.19232761860024808,0.19232761860024808,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,nearest,original V1 seeds0-9;20%,mean_mse,0.11750747400453079,0.11750747400453079,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,nearest,original V1 seeds0-9;20%,mean_mae,0.19579967779255866,0.19579967779255866,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.33164699496282357,0.33164699496282357,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.0670819521900473,0.0670819521900473,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.17235226347453553,0.17235226347453553,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.343715226946052,0.343715226946052,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.06736274535069472,0.06736274535069472,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.17444577466991212,0.17444577466991212,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.27918839135451984,0.27918839135451984,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.07484897596716236,0.07484897596716236,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.17464306791345857,0.17464306791345857,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.3159343222275318,0.3159343222275318,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.06900909663580815,0.06900909663580815,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P06,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.17215005565567024,0.17215005565567024,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.16147236621479538,0.16147236621479538,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.09226174499055524,0.09226174499055524,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.21014863361352978,0.21014863361352978,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.14669907105233101,0.14669907105233101,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.09339471513330426,0.09339471513330426,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.21286229088614847,0.21286229088614847,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.17131794145051216,0.17131794145051216,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.09324142417003325,0.09324142417003325,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.208464599900884,0.208464599900884,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.1898950768404068,0.1898950768404068,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.09015909967987908,0.09015909967987908,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.20731895191461777,0.20731895191461777,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.1909654679115177,0.1909654679115177,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.09221504294335521,0.09221504294335521,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.20653970477909636,0.20653970477909636,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.177121736794953,0.177121736794953,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.10019657305419409,0.10019657305419409,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.21018979131647364,0.21018979131647364,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.18945655622129598,0.18945655622129598,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.09005267033924629,0.09005267033924629,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.20887397094381782,0.20887397094381782,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.19483053336284387,0.19483053336284387,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.09025557304403006,0.09025557304403006,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.20612867947081023,0.20612867947081023,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.1793029084925908,0.1793029084925908,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.0985045320631858,0.0985045320631858,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.20943658110908844,0.20943658110908844,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.1705261971471196,0.1705261971471196,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.09984575906805862,0.09984575906805862,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.2100978392474313,0.2100978392474313,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.17040332482809104,0.17040332482809104,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.1037234725789253,0.1037234725789253,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.21191881988639052,0.21191881988639052,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.16468216261736662,0.16468216261736662,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.10955727631217194,0.10955727631217194,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.21497593507364296,0.21497593507364296,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.18879325791442275,0.18879325791442275,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.0925621502700828,0.0925621502700828,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.20708987896346587,0.20708987896346587,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.18330387696155961,0.18330387696155961,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.0960721514758748,0.0960721514758748,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.20806135883111182,0.20806135883111182,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.17296647819788247,0.17296647819788247,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.10335328778970014,0.10335328778970014,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.21172068530676436,0.21172068530676436,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,nearest,original V1 seeds0-9;20%,median_pearson,0.12334287033988689,0.12334287033988689,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,nearest,original V1 seeds0-9;20%,mean_mse,0.15264036289730792,0.15264036289730792,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,nearest,original V1 seeds0-9;20%,mean_mae,0.23707388767588028,0.23707388767588028,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.1494426850238973,0.1494426850238973,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.09345173149077123,0.09345173149077123,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.21148431451665659,0.21148431451665659,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.1326147148696814,0.1326147148696814,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.09448594872750919,0.09448594872750919,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.2140094546443211,0.2140094546443211,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.16068549648538208,0.16068549648538208,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.10006560192368882,0.10006560192368882,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.21110489995391543,0.21110489995391543,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.15948973136733904,0.15948973136733904,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.09413539189758001,0.09413539189758001,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P07,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.2096109894701225,0.2096109894701225,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.40014222532045807,0.40014222532045807,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.09244051298229217,0.09244051298229217,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.2054440999778952,0.2054440999778952,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.37820432994624736,0.37820432994624736,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.10011880189424723,0.10011880189424723,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.2169318892987892,0.2169318892987892,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.4001836070082848,0.4001836070082848,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.09025583519247607,0.09025583519247607,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.19925810602345956,0.19925810602345956,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.41872743825741426,0.41872743825741426,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.08866115386873373,0.08866115386873373,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.2006315649109352,0.2006315649109352,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.4034710053864686,0.4034710053864686,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.08844375349527958,0.08844375349527958,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.19676412825615913,0.19676412825615913,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.37055939917060726,0.37055939917060726,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.09520605456509387,0.09520605456509387,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.1986638896109712,0.1986638896109712,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.41714901528083104,0.41714901528083104,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.09264189966879731,0.09264189966879731,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.2082670987928891,0.2082670987928891,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.41275506494005826,0.41275506494005826,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.08784275080252288,0.08784275080252288,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.19869206419257535,0.19869206419257535,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.3743773353576728,0.3743773353576728,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.09394898218609293,0.09394898218609293,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.19864119984959014,0.19864119984959014,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.37365664136916343,0.37365664136916343,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.09444900339386633,0.09444900339386633,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.19815270607780663,0.19815270607780663,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.36668716996011247,0.36668716996011247,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.09782160647503979,0.09782160647503979,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.1993901753201158,0.1993901753201158,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.3528559383707128,0.3528559383707128,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.10333662623084341,0.10333662623084341,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.20212173513135762,0.20212173513135762,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.40362693858380894,0.40362693858380894,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.08882089802216571,0.08882089802216571,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.19708787338198258,0.19708787338198258,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.38908296380859786,0.38908296380859786,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.09122823693326428,0.09122823693326428,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.19666856390862952,0.19666856390862952,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.3644719381417064,0.3644719381417064,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.0978363286415761,0.0978363286415761,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.19951871212464792,0.19951871212464792,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,nearest,original V1 seeds0-9;20%,median_pearson,0.2824474578951866,0.2824474578951866,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,nearest,original V1 seeds0-9;20%,mean_mse,0.14522169549765845,0.14522169549765845,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,nearest,original V1 seeds0-9;20%,mean_mae,0.2240188815276034,0.2240188815276034,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.384263414933835,0.384263414933835,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.09500456971135382,0.09500456971135382,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.20837014431948533,0.20837014431948533,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.3574545915086075,0.3574545915086075,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.10388089309759305,0.10388089309759305,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.2208943142647953,0.2208943142647953,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.3643285180139517,0.3643285180139517,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.09558325202722365,0.09558325202722365,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.20006654327817347,0.20006654327817347,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.391808685078844,0.391808685078844,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.09202351509697651,0.09202351509697651,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P08,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.20135738032479966,0.20135738032479966,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.3713708121037991,0.3713708121037991,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.12622710383542607,0.12622710383542607,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.24539337907797382,0.24539337907797382,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.3356398110057125,0.3356398110057125,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.13261632137074925,0.13261632137074925,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.2520426446720493,0.2520426446720493,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.37825765022752833,0.37825765022752833,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.12327847022775211,0.12327847022775211,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.24096391732795772,0.24096391732795772,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.39228844147187847,0.39228844147187847,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.12103575310437861,0.12103575310437861,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.24019078548312148,0.24019078548312148,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.39075267704598504,0.39075267704598504,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.12012472105744396,0.12012472105744396,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.2377094728185547,0.2377094728185547,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.37101866744025325,0.37101866744025325,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.12791928136314565,0.12791928136314565,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.24237390812886733,0.24237390812886733,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.3887324649072658,0.3887324649072658,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.12439989713834962,0.12439989713834962,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.24436138855518158,0.24436138855518158,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.3945189123708628,0.3945189123708628,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.11925410005413417,0.11925410005413417,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.2379440790901731,0.2379440790901731,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.3724673206767166,0.3724673206767166,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.12628240415267045,0.12628240415267045,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.2415152802633851,0.2415152802633851,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.3708644542470116,0.3708644542470116,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.12800464438149817,0.12800464438149817,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.2424770171765256,0.2424770171765256,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.36502913665173614,0.36502913665173614,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.13187425427188498,0.13187425427188498,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.24481422706312586,0.24481422706312586,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.3533501304744533,0.3533501304744533,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.13862594700162068,0.13862594700162068,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.24930913545734038,0.24930913545734038,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.3889235763506601,0.3889235763506601,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.12099237887107876,0.12099237887107876,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.23839109849421986,0.23839109849421986,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.38346045571304244,0.38346045571304244,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.12338813168311469,0.12338813168311469,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.23921638685975682,0.23921638685975682,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.36667692768758436,0.36667692768758436,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.13129395128965365,0.13129395128965365,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.24439339944471533,0.24439339944471533,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,nearest,original V1 seeds0-9;20%,median_pearson,0.2855413964892146,0.2855413964892146,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,nearest,original V1 seeds0-9;20%,mean_mse,0.19338395615863382,0.19338395615863382,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,nearest,original V1 seeds0-9;20%,mean_mae,0.28389620689095363,0.28389620689095363,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.3552980861824354,0.3552980861824354,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.12875243479310938,0.12875243479310938,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.24775816286409155,0.24775816286409155,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.3136938060194453,0.3136938060194453,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.1352777721399312,0.1352777721399312,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.25445049159786726,0.25445049159786726,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.3595495681820828,0.3595495681820828,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.1297014193048387,0.1297014193048387,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.24451590662989414,0.24451590662989414,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.370987614923196,0.370987614923196,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.1253197578581426,0.1253197578581426,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P09,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.24297552243109996,0.24297552243109996,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.4698973322660292,0.4698973322660292,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.10503324274368904,0.10503324274368904,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.22209331487134784,0.22209331487134784,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.4490764654814847,0.4490764654814847,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.1084218834033307,0.1084218834033307,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.22733468271822527,0.22733468271822527,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.46805801681875064,0.46805801681875064,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.10473170780398752,0.10473170780398752,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.21945682804045075,0.21945682804045075,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.4865760122342338,0.4865760122342338,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.1020812136979213,0.1020812136979213,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.21860835311289245,0.21860835311289245,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.4740325555380137,0.4740325555380137,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.10351213009134122,0.10351213009134122,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.21763517931502507,0.21763517931502507,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.4464518611508804,0.4464518611508804,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.1116765334564573,0.1116765334564573,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.2218133929194887,0.2218133929194887,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.4890526815957383,0.4890526815957383,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.1035066406015406,0.1035066406015406,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.2219670924907164,0.2219670924907164,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.4800653009160557,0.4800653009160557,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.10208325835153483,0.10208325835153483,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.2178580881445405,0.2178580881445405,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.44924019544394495,0.44924019544394495,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.11007119339317753,0.11007119339317753,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.2212020979252026,0.2212020979252026,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.45277211652736893,0.45277211652736893,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.11089608024754756,0.11089608024754756,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.22116562363146425,0.22116562363146425,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.44087895652506165,0.44087895652506165,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.1150044304124013,0.1150044304124013,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.2233555621391981,0.2233555621391981,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.42391764704412366,0.42391764704412366,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.12137162834185602,0.12137162834185602,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.22708137853179014,0.22708137853179014,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.4743095164020434,0.4743095164020434,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.10360168537370411,0.10360168537370411,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.21779884585407938,0.21779884585407938,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.46316547696406396,0.46316547696406396,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.10702332421663616,0.10702332421663616,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.2189941153601577,0.2189941153601577,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.4390297098567325,0.4390297098567325,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.11477976142676256,0.11477976142676256,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.2233671611207227,0.2233671611207227,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,nearest,original V1 seeds0-9;20%,median_pearson,0.3440233630096014,0.3440233630096014,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,nearest,original V1 seeds0-9;20%,mean_mse,0.16941537072930937,0.16941537072930937,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,nearest,original V1 seeds0-9;20%,mean_mae,0.2537587146686324,0.2537587146686324,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.4579594317742612,0.4579594317742612,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.106450802408209,0.106450802408209,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.22364342920518254,0.22364342920518254,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.43686199107316137,0.43686199107316137,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.11025363781604458,0.11025363781604458,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.22933572489509974,0.22933572489509974,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.44855067390621156,0.44855067390621156,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.11141980805042535,0.11141980805042535,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.2223231648437814,0.2223231648437814,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.46157775534774415,0.46157775534774415,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.10582511737083033,0.10582511737083033,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P11,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.22070234239632228,0.22070234239632228,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.41773272045432314,0.41773272045432314,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.11763636927705685,0.11763636927705685,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.2454734264576408,0.2454734264576408,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.40153297974869606,0.40153297974869606,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.12550566213848807,0.12550566213848807,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.25542804035455957,0.25542804035455957,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.42309630685694877,0.42309630685694877,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.11505274282276452,0.11505274282276452,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.2397838081739562,0.2397838081739562,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.43679480017197997,0.43679480017197997,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.11306500719359383,0.11306500719359383,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.24013875065693435,0.24013875065693435,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.4349462427287351,0.4349462427287351,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.1128203722275363,0.1128203722275363,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.2368598161833487,0.2368598161833487,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.411099619411378,0.411099619411378,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.12090479060216168,0.12090479060216168,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.2404735225729994,0.2404735225729994,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.4297970728730429,0.4297970728730429,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.117320954634349,0.117320954634349,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.24669648342714406,0.24669648342714406,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.43895462515904987,0.43895462515904987,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.11211762956231049,0.11211762956231049,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.23810130152312267,0.23810130152312267,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.41404234112445426,0.41404234112445426,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.11931330565888651,0.11931330565888651,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.2399683455704864,0.2399683455704864,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.40708047216290255,0.40708047216290255,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.12075880996097847,0.12075880996097847,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.24042058825674523,0.24042058825674523,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.40247755381495337,0.40247755381495337,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.12469423284624323,0.12469423284624323,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.24232145273461128,0.24232145273461128,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.3918531412372267,0.3918531412372267,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.13135350085401387,0.13135350085401387,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.24620779981013258,0.24620779981013258,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.4308615205165223,0.4308615205165223,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.11335108903522215,0.11335108903522215,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.2374033755160685,0.2374033755160685,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.4234710923532421,0.4234710923532421,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.1162020523666492,0.1162020523666492,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.23767438234814758,0.23767438234814758,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.404952198875712,0.404952198875712,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.12420893433167382,0.12420893433167382,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.24205143384164426,0.24205143384164426,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,nearest,original V1 seeds0-9;20%,median_pearson,0.31528663399558904,0.31528663399558904,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,nearest,original V1 seeds0-9;20%,mean_mse,0.18513591195258483,0.18513591195258483,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,nearest,original V1 seeds0-9;20%,mean_mae,0.27717762907020704,0.27717762907020704,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.40886339055400606,0.40886339055400606,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.12015282535027545,0.12015282535027545,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.2481449120325087,0.2481449120325087,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.39094463775344457,0.39094463775344457,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.12902402190809054,0.12902402190809054,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.25892991098694107,0.25892991098694107,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.39670801403801365,0.39670801403801365,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.12207115879642878,0.12207115879642878,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.24245334888076164,0.24245334888076164,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.4142224404039207,0.4142224404039207,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.11691227512826959,0.11691227512826959,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P12,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.24188512267351006,0.24188512267351006,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.6075031591907198,0.6075031591907198,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.10614575485776992,0.10614575485776992,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.2265374407937748,0.2265374407937748,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.5802543160137452,0.5802543160137452,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.11678527668610743,0.11678527668610743,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.2410089068932267,0.2410089068932267,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.6013004236335978,0.6013004236335978,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.10599700366715958,0.10599700366715958,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.22369765504128275,0.22369765504128275,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.6194446864206614,0.6194446864206614,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.10285625680485873,0.10285625680485873,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.22253600620720854,0.22253600620720854,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.6117715152053309,0.6117715152053309,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.10424132608831405,0.10424132608831405,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.2216817421359012,0.2216817421359012,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.5885281343303189,0.5885281343303189,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.11258605517056082,0.11258605517056082,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.2267883145368061,0.2267883145368061,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.6097627418096124,0.6097627418096124,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.10862228391947167,0.10862228391947167,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.23151450035930515,0.23151450035930515,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.6121282226302606,0.6121282226302606,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.10414139591739832,0.10414139591739832,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.22345681566569167,0.22345681566569167,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.588672482570691,0.588672482570691,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.11154335575779344,0.11154335575779344,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.22667783469977584,0.22667783469977584,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.5900214482687547,0.5900214482687547,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.1119417277249114,0.1119417277249114,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.2263350921373651,0.2263350921373651,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.5823751748768762,0.5823751748768762,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.11594599127839458,0.11594599127839458,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.22882168390442295,0.22882168390442295,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.5671145818005625,0.5671145818005625,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.12231775879730425,0.12231775879730425,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.23304831112240681,0.23304831112240681,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.6096298106440805,0.6096298106440805,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.10442162834963191,0.10442162834963191,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.221793240338219,0.221793240338219,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.6015920021744523,0.6015920021744523,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.10782731974181137,0.10782731974181137,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.22342719304963676,0.22342719304963676,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.5824313440869584,0.5824313440869584,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.11567011401854162,0.11567011401854162,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.22860801817984955,0.22860801817984955,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,nearest,original V1 seeds0-9;20%,median_pearson,0.47666881416821083,0.47666881416821083,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,nearest,original V1 seeds0-9;20%,mean_mse,0.17116834653390905,0.17116834653390905,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,nearest,original V1 seeds0-9;20%,mean_mae,0.26358946662266297,0.26358946662266297,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.6011085201954526,0.6011085201954526,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.10799311808856686,0.10799311808856686,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.22881740239524118,0.22881740239524118,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.5625436439982459,0.5625436439982459,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.12210117755404135,0.12210117755404135,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.24704542901299642,0.24704542901299642,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.5822223529869304,0.5822223529869304,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.11284057975306443,0.11284057975306443,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.2278316533793932,0.2278316533793932,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.5972659616437416,0.5972659616437416,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.10701382942473026,0.10701382942473026,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P13,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.2252013924952271,0.2252013924952271,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.4896269149790752,0.4896269149790752,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.1405341855110617,0.1405341855110617,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.26989270380041896,0.26989270380041896,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.44677664465645145,0.44677664465645145,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.14993720902147667,0.14993720902147667,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.28024694244064874,0.28024694244064874,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.5124568919029391,0.5124568919029391,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.13385069989442006,0.13385069989442006,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.26088809046355055,0.26088809046355055,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.5268588510966701,0.5268588510966701,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.1314985988715051,0.1314985988715051,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.26096966949280226,0.26096966949280226,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.5400172162002057,0.5400172162002057,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.12645806252332165,0.12645806252332165,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.25354763400678004,0.25354763400678004,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.5238716543231254,0.5238716543231254,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.1326086348554746,0.1326086348554746,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.25586365510636483,0.25586365510636483,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.5111196858891474,0.5111196858891474,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.1371602231305518,0.1371602231305518,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.268209073614946,0.268209073614946,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.5414641094527511,0.5414641094527511,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.1262037121634922,0.1262037121634922,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.25495290799838594,0.25495290799838594,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.5261145599357876,0.5261145599357876,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.13100347294367892,0.13100347294367892,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.25521938522475585,0.25521938522475585,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.5198103058754624,0.5198103058754624,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.13395015541764094,0.13395015541764094,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.25701179366030397,0.25701179366030397,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.5173617127089296,0.5173617127089296,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.13656515591261068,0.13656515591261068,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.2579406874456676,0.2579406874456676,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.5066925786090506,0.5066925786090506,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.14297214396333696,0.14297214396333696,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.26189479596614534,0.26189479596614534,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.5308179533132268,0.5308179533132268,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.12915973395314934,0.12915973395314934,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.25604489058318347,0.25604489058318347,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.5326344310128921,0.5326344310128921,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.12891665414698325,0.12891665414698325,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.25376178122965165,0.25376178122965165,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.5189864005052555,0.5189864005052555,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.13583053639187712,0.13583053639187712,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.25753820881339456,0.25753820881339456,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,nearest,original V1 seeds0-9;20%,median_pearson,0.42458492786232105,0.42458492786232105,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,nearest,original V1 seeds0-9;20%,mean_mse,0.20127013993463144,0.20127013993463144,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,nearest,original V1 seeds0-9;20%,mean_mae,0.29855428601980594,0.29855428601980594,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.47127481719089326,0.47127481719089326,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.14443158158197483,0.14443158158197483,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.27361618652999053,0.27361618652999053,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.42645831093034847,0.42645831093034847,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.15435149069876147,0.15435149069876147,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.2839921837192586,0.2839921837192586,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.5035480540667512,0.5035480540667512,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.1381367911524511,0.1381367911524511,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.2613187452549771,0.2613187452549771,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.49904855456111213,0.49904855456111213,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.13748263053053064,0.13748263053053064,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P14,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.264434891446366,0.264434891446366,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.3600852682262921,0.3600852682262921,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.10403563685544506,0.10403563685544506,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.22870674902471788,0.22870674902471788,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.3133587871475244,0.3133587871475244,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.10993852139785694,0.10993852139785694,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.23663634873144335,0.23663634873144335,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.3742598215803918,0.3742598215803918,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.10272310357803638,0.10272310357803638,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.2253386785892395,0.2253386785892395,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.3849706189292917,0.3849706189292917,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.10047904155766736,0.10047904155766736,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.22446625820489796,0.22446625820489796,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.3860458540194052,0.3860458540194052,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.1009488603899118,0.1009488603899118,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.22300047974701012,0.22300047974701012,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.363560028478866,0.363560028478866,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.10844644881489966,0.10844644881489966,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.22803822662209178,0.22803822662209178,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.36650834003502586,0.36650834003502586,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.10350076426299444,0.10350076426299444,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.22929512309576064,0.22929512309576064,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.38607988363566775,0.38607988363566775,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.10007800106360079,0.10007800106360079,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.22326384255115897,0.22326384255115897,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.3637995164690497,0.3637995164690497,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.1070534217772462,0.1070534217772462,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.22721819264930385,0.22721819264930385,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.36705500298290195,0.36705500298290195,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.10808564346569072,0.10808564346569072,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.22789840775459141,0.22789840775459141,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.35903915279464577,0.35903915279464577,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.1118344235625223,0.1118344235625223,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.23041449933336905,0.23041449933336905,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.3470172789304639,0.3470172789304639,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.11787752614663512,0.11787752614663512,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.2347820909091558,0.2347820909091558,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.3834255155652132,0.3834255155652132,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.10129634054880451,0.10129634054880451,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.22348645050812066,0.22348645050812066,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.37677289643005635,0.37677289643005635,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.10414112070585317,0.10414112070585317,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.22484663423095563,0.22484663423095563,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.3587249357766358,0.3587249357766358,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.11140567789671814,0.11140567789671814,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.23006401976014343,0.23006401976014343,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,nearest,original V1 seeds0-9;20%,median_pearson,0.2846922969110993,0.2846922969110993,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,nearest,original V1 seeds0-9;20%,mean_mse,0.16515008362492378,0.16515008362492378,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,nearest,original V1 seeds0-9;20%,mean_mae,0.26638913693674093,0.26638913693674093,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.34383699426496006,0.34383699426496006,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.10600034663593978,0.10600034663593978,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.23103005915573402,0.23103005915573402,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.28199591547506914,0.28199591547506914,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.11286685142126637,0.11286685142126637,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.23981610679626914,0.23981610679626914,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.35578081496818365,0.35578081496818365,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.10889186747822847,0.10889186747822847,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.22928611962006912,0.22928611962006912,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.3650438933529288,0.3650438933529288,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.10406230203664597,0.10406230203664597,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P15,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.22703160930731445,0.22703160930731445,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.41997339611221013,0.41997339611221013,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.0926830480702211,0.0926830480702211,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.19632630179900362,0.19632630179900362,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.39597102341604,0.39597102341604,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.09950819789383678,0.09950819789383678,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.20561169423474718,0.20561169423474718,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.4247396653401613,0.4247396653401613,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.09031387470703546,0.09031387470703546,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.1908585678221369,0.1908585678221369,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.433911789546735,0.433911789546735,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.0887427567371985,0.0887427567371985,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.19184676970372863,0.19184676970372863,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.4282521438721075,0.4282521438721075,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.08815443115174312,0.08815443115174312,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.18848995656983808,0.18848995656983808,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.40315062666625795,0.40315062666625795,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.09432867621239059,0.09432867621239059,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.19039035002890967,0.19039035002890967,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.42751078158286654,0.42751078158286654,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.09243623873140558,0.09243623873140558,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.1981092735363033,0.1981092735363033,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.4295506004565917,0.4295506004565917,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.08768776088687488,0.08768776088687488,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.19014063556208463,0.19014063556208463,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.40375399840644927,0.40375399840644927,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.09310254862836712,0.09310254862836712,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.19033376995458062,0.19033376995458062,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.4073683112341714,0.4073683112341714,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.09423074935606292,0.09423074935606292,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.19013461711774132,0.19013461711774132,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.39879988636349806,0.39879988636349806,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.09723745229063206,0.09723745229063206,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.19126233217828284,0.19126233217828284,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.38410940438501556,0.38410940438501556,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.10241744248176857,0.10241744248176857,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.19390410084232926,0.19390410084232926,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.42964952561584957,0.42964952561584957,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.08880608234465238,0.08880608234465238,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.1888364590904411,0.1888364590904411,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.42015447201215644,0.42015447201215644,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.0908000695421996,0.0908000695421996,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.18850797087070753,0.18850797087070753,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.39866256563817914,0.39866256563817914,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.09693719164304658,0.09693719164304658,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.19125510081058664,0.19125510081058664,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,nearest,original V1 seeds0-9;20%,median_pearson,0.2992727355544602,0.2992727355544602,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,nearest,original V1 seeds0-9;20%,mean_mse,0.14368770928290026,0.14368770928290026,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,nearest,original V1 seeds0-9;20%,mean_mae,0.21568523989585392,0.21568523989585392,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.4084674907513697,0.4084674907513697,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.09496142318668124,0.09496142318668124,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.19866946676863123,0.19866946676863123,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.3778624771514637,0.3778624771514637,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.10246288962897812,0.10246288962897812,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.2085546204932054,0.2085546204932054,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.39915960703373543,0.39915960703373543,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.0954572310942793,0.0954572310942793,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.19189311539520526,0.19189311539520526,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.4172943099703568,0.4172943099703568,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.09203849303689357,0.09203849303689357,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P17,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.1927090206361059,0.1927090206361059,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.5089434200643564,0.5089434200643564,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.08581257647844144,0.08581257647844144,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.19279002341303547,0.19279002341303547,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.47479699458231533,0.47479699458231533,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.09435194480892443,0.09435194480892443,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.20513206489514632,0.20513206489514632,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.5163078181245345,0.5163078181245345,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.08347547344768161,0.08347547344768161,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.18647577012951422,0.18647577012951422,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.5245352042051402,0.5245352042051402,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.08255024046524224,0.08255024046524224,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.18856355341237882,0.18856355341237882,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.5158868308787008,0.5158868308787008,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.08268658236353334,0.08268658236353334,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.18512760811629456,0.18512760811629456,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.4847756385505453,0.4847756385505453,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.08905214885944017,0.08905214885944017,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.18677640558835493,0.18677640558835493,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.5131710941560919,0.5131710941560919,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.08696739608381791,0.08696739608381791,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.19683245665211732,0.19683245665211732,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.5187768783479804,0.5187768783479804,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.0823049400871135,0.0823049400871135,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.18751007804781933,0.18751007804781933,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.4872839946055282,0.4872839946055282,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.08793451511306648,0.08793451511306648,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.18698558575657115,0.18698558575657115,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.4912291528028575,0.4912291528028575,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.08824230364889306,0.08824230364889306,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.185879287166531,0.185879287166531,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.47891737107641263,0.47891737107641263,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.09155769593541406,0.09155769593541406,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.18717419739759633,0.18717419739759633,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.4610668215558503,0.4610668215558503,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.09673349910218439,0.09673349910218439,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.1897208900933401,0.1897208900933401,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.5194883744022522,0.5194883744022522,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.08255504345996169,0.08255504345996169,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.18478808239532452,0.18478808239532452,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.5039209352130396,0.5039209352130396,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.08515797375869508,0.08515797375869508,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.18468844277992108,0.18468844277992108,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.47756938969026297,0.47756938969026297,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.09143416039367883,0.09143416039367883,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.18735352863289945,0.18735352863289945,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,nearest,original V1 seeds0-9;20%,median_pearson,0.3691132955704173,0.3691132955704173,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,nearest,original V1 seeds0-9;20%,mean_mse,0.136426524585888,0.136426524585888,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,nearest,original V1 seeds0-9;20%,mean_mae,0.20970497947514732,0.20970497947514732,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.494424405048793,0.494424405048793,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.08811814200500807,0.08811814200500807,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.19537919608749726,0.19537919608749726,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.4331390418677429,0.4331390418677429,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.09904801119469223,0.09904801119469223,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.2097017973209691,0.2097017973209691,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.48817024222615035,0.48817024222615035,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.08882382978275874,0.08882382978275874,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.18717792983929968,0.18717792983929968,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.5119413233407015,0.5119413233407015,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.08485232048607805,0.08485232048607805,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P18,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.1881311852314746,0.1881311852314746,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.5379047843876029,0.5379047843876029,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.07683378891948221,0.07683378891948221,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.16692190483489733,0.16692190483489733,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.5033560095510463,0.5033560095510463,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.09519612300693212,0.09519612300693212,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.19137297294242656,0.19137297294242656,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.5332337208934473,0.5332337208934473,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.07158699936630816,0.07158699936630816,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.1559272498118674,0.1559272498118674,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.5451077839330141,0.5451077839330141,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.07149247418046703,0.07149247418046703,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.16011140501254367,0.16011140501254367,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.5370949287549867,0.5370949287549867,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.06831550075599434,0.06831550075599434,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.15253291830985796,0.15253291830985796,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.5155047229948762,0.5155047229948762,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.07214892029120722,0.07214892029120722,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.15134184760007782,0.15134184760007782,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.5336093603004713,0.5336093603004713,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.08188153228837616,0.08188153228837616,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.17662122783983314,0.17662122783983314,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.5379681013869099,0.5379681013869099,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.06997264725477416,0.06997264725477416,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.15827744747503633,0.15827744747503633,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.5170224729451689,0.5170224729451689,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.07170075481246402,0.07170075481246402,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.15267070920256134,0.15267070920256134,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.5198951443281065,0.5198951443281065,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.07284881482716797,0.07284881482716797,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.15124553223358575,0.15124553223358575,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.5115741468373416,0.5115741468373416,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.07475691387204017,0.07475691387204017,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.15124321694050602,0.15124321694050602,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.4941986944555078,0.4941986944555078,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.07866891232133187,0.07866891232133187,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.1528902219342264,0.1528902219342264,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.5341580550555285,0.5341580550555285,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.06928189582305513,0.06928189582305513,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.15283319544207447,0.15283319544207447,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.5279638321298818,0.5279638321298818,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.06960333143295985,0.06960333143295985,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.15019862390167335,0.15019862390167335,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.5091665313655497,0.5091665313655497,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.0739826636331781,0.0739826636331781,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.15111749788781978,0.15111749788781978,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,nearest,original V1 seeds0-9;20%,median_pearson,0.41593524210189503,0.41593524210189503,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,nearest,original V1 seeds0-9;20%,mean_mse,0.11350524596814122,0.11350524596814122,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,nearest,original V1 seeds0-9;20%,mean_mae,0.17045901147255774,0.17045901147255774,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.5300771585203135,0.5300771585203135,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.08054319470258939,0.08054319470258939,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.17108302600060105,0.17108302600060105,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.4694159432753846,0.4694159432753846,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.10376524246931644,0.10376524246931644,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.1992071327727031,0.1992071327727031,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.5110818434860556,0.5110818434860556,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.07493997754070997,0.07493997754070997,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.15416058838427787,0.15416058838427787,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.5265901911758359,0.5265901911758359,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.07396144505120397,0.07396144505120397,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P19,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.15887834044349355,0.15887834044349355,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.3524932986501221,0.3524932986501221,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.09343899030783323,0.09343899030783323,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.21791548762228846,0.21791548762228846,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.34046673999449595,0.34046673999449595,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.09499388337683402,0.09499388337683402,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.22165477091601157,0.22165477091601157,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.3328670484890252,0.3328670484890252,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.09501372866283771,0.09501372866283771,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.21658558785550336,0.21658558785550336,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.3518483257136803,0.3518483257136803,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.09229070865569695,0.09229070865569695,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.2159876391126009,0.2159876391126009,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.3263019350736311,0.3263019350736311,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.09555040917372841,0.09555040917372841,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.21645543088060198,0.21645543088060198,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.29253265892709807,0.29253265892709807,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.10447304909340722,0.10447304909340722,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.22096314868441452,0.22096314868441452,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.3640814496114789,0.3640814496114789,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.09238239329946127,0.09238239329946127,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.21820047836171036,0.21820047836171036,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.336299726835868,0.336299726835868,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.0936366339346011,0.0936366339346011,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.2163105676829724,0.2163105676829724,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.2962787708639055,0.2962787708639055,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.10273864235230394,0.10273864235230394,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.22028768749966726,0.22028768749966726,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.30111440663349487,0.30111440663349487,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.10344796279361405,0.10344796279361405,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.22007960999711504,0.22007960999711504,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.28552267915885565,0.28552267915885565,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.10806423216995167,0.10806423216995167,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.22263299068528677,0.22263299068528677,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.26959180935340865,0.26959180935340865,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.11456034066036973,0.11456034066036973,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.22627381000290314,0.22627381000290314,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.33105727003506413,0.33105727003506413,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.0951384042444326,0.0951384042444326,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.21603182341359145,0.21603182341359145,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.31029950872595075,0.31029950872595075,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.09964595849557725,0.09964595849557725,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.21808683866478257,0.21808683866478257,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.28461858137657414,0.28461858137657414,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.1077953984483738,0.1077953984483738,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.22256398967331253,0.22256398967331253,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,nearest,original V1 seeds0-9;20%,median_pearson,0.20363713165963326,0.20363713165963326,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,nearest,original V1 seeds0-9;20%,mean_mse,0.1611219288350704,0.1611219288350704,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,nearest,original V1 seeds0-9;20%,mean_mae,0.2502309789320702,0.2502309789320702,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.34566124916111707,0.34566124916111707,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.0942892978696838,0.0942892978696838,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.21897649219845627,0.21897649219845627,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.3273913227686592,0.3273913227686592,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.09610361481297182,0.09610361481297182,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.22300686705583236,0.22300686705583236,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.30228533112049355,0.30228533112049355,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.10281597862236683,0.10281597862236683,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.22021632508886219,0.22021632508886219,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.33057354545711337,0.33057354545711337,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.09557393731300182,0.09557393731300182,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P20,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.21734287825749643,0.21734287825749643,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.3825748668990886,0.3825748668990886,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.09578804839133549,0.09578804839133549,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.20253407964930298,0.20253407964930298,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.36494791310659436,0.36494791310659436,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.1039877779490489,0.1039877779490489,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.2127226144982756,0.2127226144982756,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.3963402966213644,0.3963402966213644,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.09382107390687647,0.09382107390687647,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.19812529088170364,0.19812529088170364,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.412478459144131,0.412478459144131,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.09268300067475138,0.09268300067475138,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.1987880434667752,0.1987880434667752,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.40092505532201816,0.40092505532201816,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.09229745724994662,0.09229745724994662,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.19607269720573997,0.19607269720573997,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.3697141771400351,0.3697141771400351,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.09926172364213778,0.09926172364213778,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.1994853586881283,0.1994853586881283,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.40399750731783257,0.40399750731783257,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.09696799593554131,0.09696799593554131,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.2050601676627093,0.2050601676627093,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.4035154588225184,0.4035154588225184,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.0917890454188482,0.0917890454188482,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.1971583154559185,0.1971583154559185,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.37244303901992143,0.37244303901992143,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.09793682713245369,0.09793682713245369,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.19905838184263774,0.19905838184263774,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.38040618645408936,0.38040618645408936,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.09825570648750616,0.09825570648750616,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.19896021038808273,0.19896021038808273,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.36606541534468456,0.36606541534468456,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.10186814264098516,0.10186814264098516,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.20083739679592344,0.20083739679592344,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.34913563643659373,0.34913563643659373,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.10769391735928739,0.10769391735928739,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.20434415436244896,0.20434415436244896,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.40755328524780154,0.40755328524780154,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.09264512264636424,0.09264512264636424,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.19649987406400649,0.19649987406400649,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.3906132136966029,0.3906132136966029,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.09509559503603124,0.09509559503603124,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.19693636242818796,0.19693636242818796,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.3630542255133902,0.3630542255133902,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.10198816299386759,0.10198816299386759,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.20089444639588977,0.20089444639588977,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,nearest,original V1 seeds0-9;20%,median_pearson,0.2698716951010669,0.2698716951010669,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,nearest,original V1 seeds0-9;20%,mean_mse,0.15026567699602772,0.15026567699602772,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,nearest,original V1 seeds0-9;20%,mean_mae,0.22946793000004892,0.22946793000004892,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.36845498405468663,0.36845498405468663,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.0993776222966342,0.0993776222966342,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.20600969966378643,0.20600969966378643,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.34689769448324465,0.34689769448324465,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.10843741808084359,0.10843741808084359,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.21684554501721465,0.21684554501721465,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.37282113273544776,0.37282113273544776,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.09935984952159446,0.09935984952159446,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.2006596353669457,0.2006596353669457,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.38548685562157203,0.38548685562157203,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.09602956930530344,0.09602956930530344,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P21,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.20047722231299656,0.20047722231299656,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.31472660450909135,0.31472660450909135,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.08721844949708017,0.08721844949708017,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.19472215707606458,0.19472215707606458,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.2934116364798682,0.2934116364798682,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.0897469963112173,0.0897469963112173,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.19915736630377023,0.19915736630377023,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.3136238569646895,0.3136238569646895,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.0873592968125371,0.0873592968125371,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.1923920558435071,0.1923920558435071,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.32947615156315874,0.32947615156315874,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.08509908691695238,0.08509908691695238,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.19189199321404998,0.19189199321404998,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.32155366154611115,0.32155366154611115,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.0867008750953003,0.0867008750953003,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.19096755759481399,0.19096755759481399,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.2939226629965354,0.2939226629965354,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.09397782235365988,0.09397782235365988,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.1944547650954638,0.1944547650954638,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.33049304615644126,0.33049304615644126,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.08593364085796835,0.08593364085796835,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.194636818992519,0.194636818992519,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.3268144960316839,0.3268144960316839,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.08527097958862792,0.08527097958862792,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.19109119145369705,0.19109119145369705,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.2970368511662795,0.2970368511662795,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.09254944887820779,0.09254944887820779,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.19390507284155215,0.19390507284155215,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.29798295164103317,0.29798295164103317,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.09339746527576888,0.09339746527576888,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.194056382233053,0.194056382233053,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.2894234620079546,0.2894234620079546,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.09703220908108597,0.09703220908108597,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.19592987568104225,0.19592987568104225,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.2761563974659877,0.2761563974659877,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.10252341353202224,0.10252341353202224,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.19904622174653303,0.19904622174653303,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.3202746764076096,0.3202746764076096,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.08684245969553703,0.08684245969553703,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.1912503093907363,0.1912503093907363,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.309643083661571,0.309643083661571,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.09004903132206096,0.09004903132206096,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.19221218782644126,0.19221218782644126,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.28788498414676833,0.28788498414676833,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.09682232217507646,0.09682232217507646,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.19587158085082676,0.19587158085082676,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,nearest,original V1 seeds0-9;20%,median_pearson,0.2165611530756697,0.2165611530756697,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,nearest,original V1 seeds0-9;20%,mean_mse,0.1430170186739446,0.1430170186739446,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,nearest,original V1 seeds0-9;20%,mean_mae,0.2207173208837389,0.2207173208837389,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.30487918488569954,0.30487918488569954,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.08855690707337345,0.08855690707337345,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.19621583958572428,0.19621583958572428,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.27665040455295326,0.27665040455295326,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.09127506320963906,0.09127506320963906,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.20086080412501434,0.20086080412501434,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.29225808552224974,0.29225808552224974,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.09356822519299271,0.09356822519299271,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.19489124245405587,0.19489124245405587,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.3047317399476088,0.3047317399476088,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.08832100068061684,0.08832100068061684,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P22,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.19359842000407346,0.19359842000407346,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.5528266836576536,0.5528266836576536,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.05846256683317147,0.05846256683317147,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.12781261697602173,0.12781261697602173,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.5284258035340079,0.5284258035340079,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.06919078474629996,0.06919078474629996,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.14130257152653333,0.14130257152653333,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.5459804184325524,0.5459804184325524,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.05562399809570847,0.05562399809570847,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.12117554526520102,0.12117554526520102,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.5589678149751383,0.5589678149751383,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.0554673186502046,0.0554673186502046,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.12415130272684612,0.12415130272684612,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.5410875631573739,0.5410875631573739,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.05421024885939866,0.05421024885939866,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.11985207624605118,0.11985207624605118,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.5108356756181245,0.5108356756181245,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.057629959257448925,0.057629959257448925,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.11932264569367054,0.11932264569367054,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.5513223836684511,0.5513223836684511,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.06139534510614923,0.06139534510614923,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.1333017045976091,0.1333017045976091,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.5454622088487294,0.5454622088487294,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.05501317514525611,0.05501317514525611,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.12313136106924563,0.12313136106924563,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.5141394580071177,0.5141394580071177,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.05718975372958539,0.05718975372958539,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.12006197058461295,0.12006197058461295,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.5095045146446129,0.5095045146446129,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.05763051372821566,0.05763051372821566,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.118885737397734,0.118885737397734,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.4975671336374937,0.4975671336374937,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.059296343265609966,0.059296343265609966,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.11901870636952135,0.11901870636952135,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.48294417598337036,0.48294417598337036,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.062399447620963645,0.062399447620963645,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.12014624126766313,0.12014624126766313,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.5429741596189904,0.5429741596189904,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.05456831595616505,0.05456831595616505,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.11966269157658452,0.11966269157658452,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.5252418947937703,0.5252418947937703,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.055441609812227066,0.055441609812227066,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.11838132211248101,0.11838132211248101,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.5016253268976116,0.5016253268976116,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.059062138316356164,0.059062138316356164,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.1191543750901823,0.1191543750901823,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,nearest,original V1 seeds0-9;20%,median_pearson,0.3970854929383988,0.3970854929383988,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,nearest,original V1 seeds0-9;20%,mean_mse,0.08756717102539485,0.08756717102539485,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,nearest,original V1 seeds0-9;20%,mean_mae,0.13134684773093286,0.13134684773093286,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.5459885087503864,0.5459885087503864,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.060711817547507305,0.060711817547507305,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.13043990996356597,0.13043990996356597,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.5154290963986575,0.5154290963986575,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.0732294238936874,0.0732294238936874,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.145183311187686,0.145183311187686,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.5091994543756536,0.5091994543756536,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.05866312815815513,0.05866312815815513,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.12043259797185739,0.12043259797185739,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.5418335355479391,0.5418335355479391,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.05705893374099056,0.05705893374099056,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P23,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.12290534241514672,0.12290534241514672,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,gaussian_k16,original V1 seeds0-9;20%,median_pearson,0.354086632766051,0.354086632766051,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,gaussian_k16,original V1 seeds0-9;20%,mean_mse,0.04856767782974748,0.04856767782974748,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,gaussian_k16,original V1 seeds0-9;20%,mean_mae,0.11792880955710075,0.11792880955710075,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,gaussian_k32,original V1 seeds0-9;20%,median_pearson,0.34091486684008,0.34091486684008,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,gaussian_k32,original V1 seeds0-9;20%,mean_mse,0.05361562211593125,0.05361562211593125,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,gaussian_k32,original V1 seeds0-9;20%,mean_mae,0.1267374237842192,0.1267374237842192,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,gaussian_k8,original V1 seeds0-9;20%,median_pearson,0.34772537440813567,0.34772537440813567,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,gaussian_k8,original V1 seeds0-9;20%,mean_mse,0.04780219056934339,0.04780219056934339,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,gaussian_k8,original V1 seeds0-9;20%,mean_mae,0.11356045514467276,0.11356045514467276,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k16_p1,original V1 seeds0-9;20%,median_pearson,0.3639659488620957,0.3639659488620957,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k16_p1,original V1 seeds0-9;20%,mean_mse,0.04713248405693561,0.04713248405693561,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k16_p1,original V1 seeds0-9;20%,mean_mae,0.11543650901376404,0.11543650901376404,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k16_p2,original V1 seeds0-9;20%,median_pearson,0.3497199340844912,0.3497199340844912,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k16_p2,original V1 seeds0-9;20%,mean_mse,0.04807248096768069,0.04807248096768069,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k16_p2,original V1 seeds0-9;20%,mean_mae,0.11324883239728409,0.11324883239728409,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k16_p3,original V1 seeds0-9;20%,median_pearson,0.32615120942940823,0.32615120942940823,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k16_p3,original V1 seeds0-9;20%,mean_mse,0.052409935310982494,0.052409935310982494,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k16_p3,original V1 seeds0-9;20%,mean_mae,0.11377435109644722,0.11377435109644722,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k32_p1,original V1 seeds0-9;20%,median_pearson,0.36773880461357544,0.36773880461357544,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k32_p1,original V1 seeds0-9;20%,mean_mse,0.04953201383803781,0.04953201383803781,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k32_p1,original V1 seeds0-9;20%,mean_mae,0.12129777461259213,0.12129777461259213,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k32_p2,original V1 seeds0-9;20%,median_pearson,0.3562415907879579,0.3562415907879579,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k32_p2,original V1 seeds0-9;20%,mean_mse,0.04780957676817755,0.04780957676817755,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k32_p2,original V1 seeds0-9;20%,mean_mae,0.11526168316482374,0.11526168316482374,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k32_p3,original V1 seeds0-9;20%,median_pearson,0.32844900241376623,0.32844900241376623,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k32_p3,original V1 seeds0-9;20%,mean_mse,0.051788169095582134,0.051788169095582134,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k32_p3,original V1 seeds0-9;20%,mean_mae,0.11420943854672909,0.11420943854672909,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k4_p1,original V1 seeds0-9;20%,median_pearson,0.32810947318674366,0.32810947318674366,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k4_p1,original V1 seeds0-9;20%,mean_mse,0.05136738669831566,0.05136738669831566,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k4_p1,original V1 seeds0-9;20%,mean_mae,0.11282548008318909,0.11282548008318909,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k4_p2,original V1 seeds0-9;20%,median_pearson,0.3184687558941155,0.3184687558941155,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k4_p2,original V1 seeds0-9;20%,mean_mse,0.053731231115984754,0.053731231115984754,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k4_p2,original V1 seeds0-9;20%,mean_mae,0.11353252385481852,0.11353252385481852,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k4_p3,original V1 seeds0-9;20%,median_pearson,0.3054344357420064,0.3054344357420064,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k4_p3,original V1 seeds0-9;20%,mean_mse,0.057063324314845974,0.057063324314845974,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k4_p3,original V1 seeds0-9;20%,mean_mae,0.114810260783611,0.114810260783611,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k8_p1,original V1 seeds0-9;20%,median_pearson,0.3512501797110829,0.3512501797110829,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k8_p1,original V1 seeds0-9;20%,mean_mse,0.047666090340610465,0.047666090340610465,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k8_p1,original V1 seeds0-9;20%,mean_mae,0.1127429452689747,0.1127429452689747,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k8_p2,original V1 seeds0-9;20%,median_pearson,0.3390239232089345,0.3390239232089345,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k8_p2,original V1 seeds0-9;20%,mean_mse,0.04977850376191013,0.04977850376191013,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k8_p2,original V1 seeds0-9;20%,mean_mae,0.11257977612835746,0.11257977612835746,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k8_p3,original V1 seeds0-9;20%,median_pearson,0.3182318597863529,0.3182318597863529,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k8_p3,original V1 seeds0-9;20%,mean_mse,0.0538790590332449,0.0538790590332449,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,idw_k8_p3,original V1 seeds0-9;20%,mean_mae,0.11381710221444581,0.11381710221444581,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,nearest,original V1 seeds0-9;20%,median_pearson,0.23506767292082675,0.23506767292082675,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,nearest,original V1 seeds0-9;20%,mean_mse,0.08039244502939337,0.08039244502939337,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,nearest,original V1 seeds0-9;20%,mean_mae,0.12436794182242483,0.12436794182242483,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,uniform_k16,original V1 seeds0-9;20%,median_pearson,0.345931185609655,0.345931185609655,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,uniform_k16,original V1 seeds0-9;20%,mean_mse,0.04960530848013139,0.04960530848013139,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,uniform_k16,original V1 seeds0-9;20%,mean_mae,0.11943246101319589,0.11943246101319589,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,uniform_k32,original V1 seeds0-9;20%,median_pearson,0.33072783473889034,0.33072783473889034,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,uniform_k32,original V1 seeds0-9;20%,mean_mse,0.05554522791440521,0.05554522791440521,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,uniform_k32,original V1 seeds0-9;20%,mean_mae,0.12915951523211774,0.12915951523211774,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,uniform_k4,original V1 seeds0-9;20%,median_pearson,0.32497904360380003,0.32497904360380003,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,uniform_k4,original V1 seeds0-9;20%,mean_mse,0.05124134769291797,0.05124134769291797,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,uniform_k4,original V1 seeds0-9;20%,mean_mae,0.11338822431456849,0.11338822431456849,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,uniform_k8,original V1 seeds0-9;20%,median_pearson,0.34126605951761546,0.34126605951761546,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,uniform_k8,original V1 seeds0-9;20%,mean_mse,0.04846120900107698,0.04846120900107698,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_a_twenty_estimators,BASS_P24,uniform_k8,original V1 seeds0-9;20%,mean_mae,0.11457735155557854,0.11457735155557854,0.0,0.0,0.0,equal mean over ten masks within patient,EXACT_REPLAY,frozen journal numerical export,, +tier_b_primary,BASS_P01,M0,original V1 seeds0-9;20%,median_pearson,0.07730131826285278,0.07730131826285278,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P01,M0,original V1 seeds0-9;20%,mean_mse,1.3043881500070655,1.3043881500070655,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P01,M0,original V1 seeds0-9;20%,mean_mae,0.9511118738671037,0.9511118738671037,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P01,M0,original V1 seeds0-9;20%,median_pearson,0.07730131826285278,0.0741268944022483,-0.0031744238606044722,0.0031744238606044722,-0.04106558506299038,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P01,M0,original V1 seeds0-9;20%,mean_mse,1.3043881500070655,1.3851662648017387,0.08077811479467312,0.08077811479467312,0.06192797350561301,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P01,M0,original V1 seeds0-9;20%,mean_mae,0.9511118738671037,0.9799247236467726,0.028812849779668914,0.028812849779668914,0.03029385981958086,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P01,M0,original V1 seeds0-9;20%,median_pearson,0.07730131826285278,0.08046881912356402,0.003167500860711242,0.003167500860711242,0.040976026436451964,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P01,M0,original V1 seeds0-9;20%,mean_mse,1.3043881500070655,1.5688089901416649,0.2644208401345993,0.2644208401345993,0.2027163771252959,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P01,M0,original V1 seeds0-9;20%,mean_mae,0.9511118738671037,1.0503793814119278,0.09926750754482405,0.09926750754482405,0.10436995927851746,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P01,M0,original V1 seeds0-9;20%,median_pearson,0.07730131826285278,0.04498470339625615,-0.03231661486659663,0.03231661486659663,-0.41806033315898067,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P01,M0,original V1 seeds0-9;20%,mean_mse,1.3043881500070655,1.2093701172225382,-0.09501803278452736,0.09501803278452736,-0.07284490646745961,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P01,M0,original V1 seeds0-9;20%,mean_mae,0.9511118738671037,0.9036850526681345,-0.04742682119896924,0.04742682119896924,-0.049864608467285375,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P01,M3,original V1 seeds0-9;20%,median_pearson,0.3702522918916549,0.3702522918916549,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P01,M3,original V1 seeds0-9;20%,mean_mse,0.10626053457443776,0.10626053457443776,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P01,M3,original V1 seeds0-9;20%,mean_mae,0.2312855230193645,0.2312855230193645,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P01,M3,original V1 seeds0-9;20%,median_pearson,0.3702522918916549,0.36804853168944573,-0.002203760202209193,0.002203760202209193,-0.005952050130331316,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P01,M3,original V1 seeds0-9;20%,mean_mse,0.10626053457443776,0.10733836673177946,0.001077832157341696,0.001077832157341696,0.010143296960233639,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P01,M3,original V1 seeds0-9;20%,mean_mae,0.2312855230193645,0.23312391556676113,0.0018383925473966223,0.0018383925473966223,0.007948584603986225,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P01,M3,original V1 seeds0-9;20%,median_pearson,0.3702522918916549,0.37368019856489443,0.0034279066732395003,0.0034279066732395003,0.009258299673787277,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P01,M3,original V1 seeds0-9;20%,mean_mse,0.10626053457443776,0.10279380000326947,-0.0034667345711682923,0.0034667345711682923,-0.0326248553618914,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P01,M3,original V1 seeds0-9;20%,mean_mae,0.2312855230193645,0.2279573571492592,-0.003328165870105315,0.003328165870105315,-0.014389858157385246,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P01,M3,original V1 seeds0-9;20%,median_pearson,0.3702522918916549,0.36466083256171683,-0.005591459329938098,0.005591459329938098,-0.015101754809864346,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P01,M3,original V1 seeds0-9;20%,mean_mse,0.10626053457443776,0.11023280424144122,0.003972269667003453,0.003972269667003453,0.03738236103283288,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P01,M3,original V1 seeds0-9;20%,mean_mae,0.2312855230193645,0.23558789961551727,0.004302376596152763,0.004302376596152763,0.0186020142548764,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P02,M0,original V1 seeds0-9;20%,median_pearson,0.008712316894790765,0.008712316894790764,-1.734723475976807e-18,1.734723475976807e-18,-1.991116136987655e-16,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P02,M0,original V1 seeds0-9;20%,mean_mse,1.066594048054315,1.066594048054315,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P02,M0,original V1 seeds0-9;20%,mean_mae,0.820395756572547,0.820395756572547,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P02,M0,original V1 seeds0-9;20%,median_pearson,0.008712316894790765,0.023465381048376144,0.014753064153585379,0.014753064153585379,1.69335715536317,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P02,M0,original V1 seeds0-9;20%,mean_mse,1.066594048054315,1.1655480593085499,0.09895401125423486,0.09895401125423486,0.09277570171589383,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P02,M0,original V1 seeds0-9;20%,mean_mae,0.820395756572547,0.8667261210044774,0.04633036443193039,0.04633036443193039,0.05647318877597514,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P02,M0,original V1 seeds0-9;20%,median_pearson,0.008712316894790765,-0.0023674038241670524,-0.011079720718957818,0.011079720718957818,-1.2717306834399655,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P02,M0,original V1 seeds0-9;20%,mean_mse,1.066594048054315,1.261351407647629,0.19475735959331408,0.19475735959331408,0.1825974558442279,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P02,M0,original V1 seeds0-9;20%,mean_mae,0.820395756572547,0.8987805306396648,0.07838477406711775,0.07838477406711775,0.09554507497039477,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P02,M0,original V1 seeds0-9;20%,median_pearson,0.008712316894790765,-0.002077390547253236,-0.010789707442044001,0.010789707442044001,-1.2384429506341006,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P02,M0,original V1 seeds0-9;20%,mean_mse,1.066594048054315,1.103224274563481,0.03663022650916603,0.03663022650916603,0.034343175433977934,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P02,M0,original V1 seeds0-9;20%,mean_mae,0.820395756572547,0.8318369143507166,0.011441157778169564,0.011441157778169564,0.013945900727191084,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P02,M3,original V1 seeds0-9;20%,median_pearson,0.43128352205786935,0.43128352205786935,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P02,M3,original V1 seeds0-9;20%,mean_mse,0.12693961301707668,0.12693961301707668,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P02,M3,original V1 seeds0-9;20%,mean_mae,0.2629766463820452,0.2629766463820452,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P02,M3,original V1 seeds0-9;20%,median_pearson,0.43128352205786935,0.43071691357147196,-0.0005666084863973908,0.0005666084863973908,-0.0013137726284876787,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P02,M3,original V1 seeds0-9;20%,mean_mse,0.12693961301707668,0.12656206250298496,-0.0003775505140917179,0.0003775505140917179,-0.002974252915367936,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P02,M3,original V1 seeds0-9;20%,mean_mae,0.2629766463820452,0.2627958700248264,-0.0001807763572188037,0.0001807763572188037,-0.0006874236161494614,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P02,M3,original V1 seeds0-9;20%,median_pearson,0.43128352205786935,0.4364652767978555,0.005181754739986166,0.005181754739986166,0.012014729232550836,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P02,M3,original V1 seeds0-9;20%,mean_mse,0.12693961301707668,0.12226918047679058,-0.004670432540286096,0.004670432540286096,-0.03679255379215471,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P02,M3,original V1 seeds0-9;20%,mean_mae,0.2629766463820452,0.2584701885457964,-0.004506457836248812,0.004506457836248812,-0.017136342326390285,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P02,M3,original V1 seeds0-9;20%,median_pearson,0.43128352205786935,0.4226852145406753,-0.008598307517194037,0.008598307517194037,-0.019936554673285947,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P02,M3,original V1 seeds0-9;20%,mean_mse,0.12693961301707668,0.13414198669419858,0.007202373677121898,0.007202373677121898,0.05673858227496716,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P02,M3,original V1 seeds0-9;20%,mean_mae,0.2629766463820452,0.2708767654196532,0.007900119037608011,0.007900119037608011,0.030041142992336043,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P03,M0,original V1 seeds0-9;20%,median_pearson,0.030264795700595842,0.030264795700595842,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P03,M0,original V1 seeds0-9;20%,mean_mse,2.5848679798874388,2.5848679798874388,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P03,M0,original V1 seeds0-9;20%,mean_mae,1.4191019669073228,1.4191019669073228,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P03,M0,original V1 seeds0-9;20%,median_pearson,0.030264795700595842,0.03188974066655238,0.0016249449659565401,0.0016249449659565401,0.05369092796897845,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P03,M0,original V1 seeds0-9;20%,mean_mse,2.5848679798874388,2.6121126637370433,0.027244683849604545,0.027244683849604545,0.01054006783386707,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P03,M0,original V1 seeds0-9;20%,mean_mae,1.4191019669073228,1.4220546172236326,0.0029526503163097573,0.0029526503163097573,0.0020806470466280353,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P03,M0,original V1 seeds0-9;20%,median_pearson,0.030264795700595842,0.0319928986421478,0.0017281029415519567,0.0017281029415519567,0.05709944182831323,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P03,M0,original V1 seeds0-9;20%,mean_mse,2.5848679798874388,2.944556975416959,0.3596889955295204,0.3596889955295204,0.1391517858274462,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P03,M0,original V1 seeds0-9;20%,mean_mae,1.4191019669073228,1.5208437850164072,0.10174181810908434,0.10174181810908434,0.07169450855657139,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P03,M0,original V1 seeds0-9;20%,median_pearson,0.030264795700595842,0.028166706919599705,-0.0020980887809961372,0.0020980887809961372,-0.06932439927076167,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P03,M0,original V1 seeds0-9;20%,mean_mse,2.5848679798874388,2.342930392985798,-0.2419375869016407,0.2419375869016407,-0.09359765712760934,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P03,M0,original V1 seeds0-9;20%,mean_mae,1.4191019669073228,1.336667157796908,-0.08243480911041479,0.08243480911041479,-0.058089419247347396,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P03,M3,original V1 seeds0-9;20%,median_pearson,0.5369524329219566,0.5369524329219565,-1.1102230246251565e-16,1.1102230246251565e-16,-2.067637571886227e-16,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P03,M3,original V1 seeds0-9;20%,mean_mse,0.08931605159618447,0.08931605159618447,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P03,M3,original V1 seeds0-9;20%,mean_mae,0.2078225491439539,0.2078225491439539,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P03,M3,original V1 seeds0-9;20%,median_pearson,0.5369524329219566,0.5356336702266884,-0.0013187626952682052,0.0013187626952682052,-0.002456014004987069,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P03,M3,original V1 seeds0-9;20%,mean_mse,0.08931605159618447,0.0897032730339446,0.00038722143776012685,0.00038722143776012685,0.004335407027516527,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P03,M3,original V1 seeds0-9;20%,mean_mae,0.2078225491439539,0.20858684689242835,0.0007642977484744462,0.0007642977484744462,0.003677645912932358,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P03,M3,original V1 seeds0-9;20%,median_pearson,0.5369524329219566,0.5344136030919839,-0.0025388298299726664,0.0025388298299726664,-0.004728221112914992,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P03,M3,original V1 seeds0-9;20%,mean_mse,0.08931605159618447,0.08935629957243424,4.0247976249768724e-05,4.0247976249768724e-05,0.00045062422185586284,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P03,M3,original V1 seeds0-9;20%,mean_mae,0.2078225491439539,0.2093210638416496,0.001498514697695713,0.001498514697695713,0.007210549114464602,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P03,M3,original V1 seeds0-9;20%,median_pearson,0.5369524329219566,0.5377455375043559,0.0007931045823993399,0.0007931045823993399,0.0014770481215318635,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P03,M3,original V1 seeds0-9;20%,mean_mse,0.08931605159618447,0.0897746296987723,0.0004585781025878283,0.0004585781025878283,0.005134330217161307,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P03,M3,original V1 seeds0-9;20%,mean_mae,0.2078225491439539,0.20737966434611668,-0.00044288479783721746,0.00044288479783721746,-0.0021310719152542075,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P04,M0,original V1 seeds0-9;20%,median_pearson,-0.03921683525302646,-0.03921683525302646,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P04,M0,original V1 seeds0-9;20%,mean_mse,1.8823999363530348,1.8823999363530348,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P04,M0,original V1 seeds0-9;20%,mean_mae,1.176086201411167,1.176086201411167,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P04,M0,original V1 seeds0-9;20%,median_pearson,-0.03921683525302646,-0.038743845044002564,0.00047299020902389494,0.00047299020902389494,0.01206089695846615,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P04,M0,original V1 seeds0-9;20%,mean_mse,1.8823999363530348,2.033496332828049,0.15109639647501427,0.15109639647501427,0.08026795664249156,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P04,M0,original V1 seeds0-9;20%,mean_mae,1.176086201411167,1.2245312434158255,0.04844504200465849,0.04844504200465849,0.04119174423314385,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P04,M0,original V1 seeds0-9;20%,median_pearson,-0.03921683525302646,-0.0319363114061138,0.007280523846912662,0.007280523846912662,0.18564791880677842,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P04,M0,original V1 seeds0-9;20%,mean_mse,1.8823999363530348,2.077293265930023,0.19489332957698813,0.19489332957698813,0.10353449647611805,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P04,M0,original V1 seeds0-9;20%,mean_mae,1.176086201411167,1.244412172555693,0.06832597114452588,0.06832597114452588,0.05809605712790664,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P04,M0,original V1 seeds0-9;20%,median_pearson,-0.03921683525302646,-0.04324537851990706,-0.0040285432668806034,0.0040285432668806034,-0.10272484357517632,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P04,M0,original V1 seeds0-9;20%,mean_mse,1.8823999363530348,1.7186343216469502,-0.16376561470608464,0.16376561470608464,-0.08699831079646361,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P04,M0,original V1 seeds0-9;20%,mean_mae,1.176086201411167,1.1073941088896035,-0.0686920925215635,0.0686920925215635,-0.058407362010659554,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P04,M3,original V1 seeds0-9;20%,median_pearson,0.31182251743552103,0.31182251743552103,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P04,M3,original V1 seeds0-9;20%,mean_mse,0.12495525496756017,0.12495525496756017,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P04,M3,original V1 seeds0-9;20%,mean_mae,0.26071899601293175,0.26071899601293175,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P04,M3,original V1 seeds0-9;20%,median_pearson,0.31182251743552103,0.3106655301165917,-0.0011569873189293256,0.0011569873189293256,-0.0037104033680587824,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P04,M3,original V1 seeds0-9;20%,mean_mse,0.12495525496756017,0.1253102994482003,0.00035504448064012373,0.00035504448064012373,0.002841372943717312,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P04,M3,original V1 seeds0-9;20%,mean_mae,0.26071899601293175,0.2612221791467887,0.0005031831338569437,0.0005031831338569437,0.0019299826309241604,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P04,M3,original V1 seeds0-9;20%,median_pearson,0.31182251743552103,0.31359210373967555,0.0017695863041545246,0.0017695863041545246,0.00567497921159732,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P04,M3,original V1 seeds0-9;20%,mean_mse,0.12495525496756017,0.12294715371437492,-0.002008101253185249,0.002008101253185249,-0.01607056264825817,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P04,M3,original V1 seeds0-9;20%,mean_mae,0.26071899601293175,0.2588882363203708,-0.0018307596925609682,0.0018307596925609682,-0.007021965106332957,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P04,M3,original V1 seeds0-9;20%,median_pearson,0.31182251743552103,0.30956273282364694,-0.002259784611874094,0.002259784611874094,-0.007247021897132154,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P04,M3,original V1 seeds0-9;20%,mean_mse,0.12495525496756017,0.12772408549318054,0.0027688305256203666,0.0027688305256203666,0.022158576094612324,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P04,M3,original V1 seeds0-9;20%,mean_mae,0.26071899601293175,0.2637697059001739,0.0030507098872421534,0.0030507098872421534,0.011701141588819394,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P05,M0,original V1 seeds0-9;20%,median_pearson,0.09636826689378065,0.09636826689378065,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P05,M0,original V1 seeds0-9;20%,mean_mse,1.5811557034063632,1.5811557034063632,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P05,M0,original V1 seeds0-9;20%,mean_mae,1.0505007844087706,1.0505007844087706,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P05,M0,original V1 seeds0-9;20%,median_pearson,0.09636826689378065,0.0803203550016193,-0.016047911892161357,0.016047911892161357,-0.1665269326660169,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P05,M0,original V1 seeds0-9;20%,mean_mse,1.5811557034063632,1.6894449866699506,0.10828928326358733,0.10828928326358733,0.06848742538783137,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P05,M0,original V1 seeds0-9;20%,mean_mae,1.0505007844087706,1.0889421672537583,0.03844138284498766,0.03844138284498766,0.03659338804456271,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P05,M0,original V1 seeds0-9;20%,median_pearson,0.09636826689378065,0.10289867058340023,0.006530403689619574,0.006530403689619574,0.06776508388199548,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P05,M0,original V1 seeds0-9;20%,mean_mse,1.5811557034063632,1.7729554995313805,0.1917997961250173,0.1917997961250173,0.12130354759611173,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P05,M0,original V1 seeds0-9;20%,mean_mae,1.0505007844087706,1.1233250169514162,0.07282423254264558,0.07282423254264558,0.06932334903836515,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P05,M0,original V1 seeds0-9;20%,median_pearson,0.09636826689378065,0.10226075449017671,0.005892487596396059,0.005892487596396059,0.061145517983538046,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P05,M0,original V1 seeds0-9;20%,mean_mse,1.5811557034063632,1.4999555663129434,-0.08120013709341989,0.08120013709341989,-0.05135492786604529,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P05,M0,original V1 seeds0-9;20%,mean_mae,1.0505007844087706,1.012589692016478,-0.03791109239229251,0.03791109239229251,-0.03608859027518875,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P05,M3,original V1 seeds0-9;20%,median_pearson,0.6279604945769354,0.6279604945769354,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P05,M3,original V1 seeds0-9;20%,mean_mse,0.15468914734903422,0.15468914734903422,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P05,M3,original V1 seeds0-9;20%,mean_mae,0.27599414391232213,0.27599414391232213,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P05,M3,original V1 seeds0-9;20%,median_pearson,0.6279604945769354,0.6270515262817511,-0.0009089682951842759,0.0009089682951842759,-0.0014474928009550329,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P05,M3,original V1 seeds0-9;20%,mean_mse,0.15468914734903422,0.15554253767186574,0.0008533903228315209,0.0008533903228315209,0.005516807982049098,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P05,M3,original V1 seeds0-9;20%,mean_mae,0.27599414391232213,0.27718913619126534,0.0011949922789432077,0.0011949922789432077,0.004329774037969563,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P05,M3,original V1 seeds0-9;20%,median_pearson,0.6279604945769354,0.626131931488517,-0.001828563088418389,0.001828563088418389,-0.002911907841671337,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P05,M3,original V1 seeds0-9;20%,mean_mse,0.15468914734903422,0.1519630380382601,-0.0027261093107741052,0.0027261093107741052,-0.017623145239937386,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P05,M3,original V1 seeds0-9;20%,mean_mae,0.27599414391232213,0.2749178008803502,-0.0010763430319719047,0.0010763430319719047,-0.003899876340542347,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P05,M3,original V1 seeds0-9;20%,median_pearson,0.6279604945769354,0.6293326671485072,0.0013721725715718502,0.0013721725715718502,0.0021851256303890574,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P05,M3,original V1 seeds0-9;20%,mean_mse,0.15468914734903422,0.15795700247153008,0.0032678551224958607,0.0032678551224958607,0.02112530309008949,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P05,M3,original V1 seeds0-9;20%,mean_mae,0.27599414391232213,0.2780583835816371,0.00206423966931496,0.00206423966931496,0.007479287930003066,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P06,M0,original V1 seeds0-9;20%,median_pearson,-0.005355094445446839,-0.005355094445446839,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P06,M0,original V1 seeds0-9;20%,mean_mse,1.566752603032958,1.566752603032958,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P06,M0,original V1 seeds0-9;20%,mean_mae,1.10083949564632,1.10083949564632,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P06,M0,original V1 seeds0-9;20%,median_pearson,-0.005355094445446839,-0.007653424305216575,-0.0022983298597697363,0.0022983298597697363,-0.42918568163142073,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P06,M0,original V1 seeds0-9;20%,mean_mse,1.566752603032958,1.672254534816518,0.10550193178356015,0.10550193178356015,0.06733796489587886,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P06,M0,original V1 seeds0-9;20%,mean_mae,1.10083949564632,1.1403274159060905,0.03948792025977044,0.03948792025977044,0.035870733577365393,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P06,M0,original V1 seeds0-9;20%,median_pearson,-0.005355094445446839,0.0018385121965964202,0.007193606642043259,0.007193606642043259,1.3433202187796356,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P06,M0,original V1 seeds0-9;20%,mean_mse,1.566752603032958,1.8536838970644118,0.2869312940314539,0.2869312940314539,0.1831375888420452,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P06,M0,original V1 seeds0-9;20%,mean_mae,1.10083949564632,1.2109676163773404,0.1101281207310203,0.1101281207310203,0.10004012498330862,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P06,M0,original V1 seeds0-9;20%,median_pearson,-0.005355094445446839,-0.007771617666679369,-0.00241652322123253,0.00241652322123253,-0.45125688180666457,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P06,M0,original V1 seeds0-9;20%,mean_mse,1.566752603032958,1.4050247502312685,-0.16172785280168944,0.16172785280168944,-0.10322488214706822,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P06,M0,original V1 seeds0-9;20%,mean_mae,1.10083949564632,1.0224111143242205,-0.07842838132209962,0.07842838132209962,-0.07124415651171116,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P06,M3,original V1 seeds0-9;20%,median_pearson,0.2966070642238717,0.2966070642238716,-5.551115123125783e-17,5.551115123125783e-17,-1.8715384064271438e-16,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P06,M3,original V1 seeds0-9;20%,mean_mse,0.07185748246847809,0.07185748246847809,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P06,M3,original V1 seeds0-9;20%,mean_mae,0.18373046408625085,0.18373046408625085,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P06,M3,original V1 seeds0-9;20%,median_pearson,0.2966070642238717,0.2968156294621126,0.00020856523824092088,0.00020856523824092088,0.0007031701648329623,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P06,M3,original V1 seeds0-9;20%,mean_mse,0.07185748246847809,0.07217645892712479,0.00031897645864670254,0.00031897645864670254,0.004439015224150509,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P06,M3,original V1 seeds0-9;20%,mean_mae,0.18373046408625085,0.18454347570086585,0.0008130116146150002,0.0008130116146150002,0.004425023463900566,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P06,M3,original V1 seeds0-9;20%,median_pearson,0.2966070642238717,0.29767481944421187,0.001067755220340194,0.001067755220340194,0.003599898145157726,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P06,M3,original V1 seeds0-9;20%,mean_mse,0.07185748246847809,0.07183256057678127,-2.4921891696824683e-05,2.4921891696824683e-05,-0.0003468238914125225,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P06,M3,original V1 seeds0-9;20%,mean_mae,0.18373046408625085,0.18677007508384036,0.003039610997589509,0.003039610997589509,0.016543859575527918,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P06,M3,original V1 seeds0-9;20%,median_pearson,0.2966070642238717,0.29312251272189194,-0.003484551501979738,0.003484551501979738,-0.011748039484823884,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P06,M3,original V1 seeds0-9;20%,mean_mse,0.07185748246847809,0.07302501663100977,0.0011675341625316804,0.0011675341625316804,0.016247913542529767,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P06,M3,original V1 seeds0-9;20%,mean_mae,0.18373046408625085,0.18356145970394264,-0.00016900438230821324,0.00016900438230821324,-0.0009198495369220612,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P07,M0,original V1 seeds0-9;20%,median_pearson,0.01282004712636663,0.01282004712636663,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P07,M0,original V1 seeds0-9;20%,mean_mse,2.684273592863483,2.684273592863483,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P07,M0,original V1 seeds0-9;20%,mean_mae,1.4757328116327528,1.4757328116327528,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P07,M0,original V1 seeds0-9;20%,median_pearson,0.01282004712636663,0.016458729703939936,0.003638682577573306,0.003638682577573306,0.28382755084337635,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P07,M0,original V1 seeds0-9;20%,mean_mse,2.684273592863483,2.8416754935643196,0.1574019007008367,0.1574019007008367,0.05863854605555548,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P07,M0,original V1 seeds0-9;20%,mean_mae,1.4757328116327528,1.513534799224367,0.03780198759161424,0.03780198759161424,0.025615739714962404,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P07,M0,original V1 seeds0-9;20%,median_pearson,0.01282004712636663,0.01097962277305981,-0.0018404243533068198,0.0018404243533068198,-0.1435583141907233,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P07,M0,original V1 seeds0-9;20%,mean_mse,2.684273592863483,2.9373876874381866,0.2531140945747037,0.2531140945747037,0.09429519228130953,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P07,M0,original V1 seeds0-9;20%,mean_mae,1.4757328116327528,1.555271512574465,0.07953870094171211,0.07953870094171211,0.053897765445568964,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P07,M0,original V1 seeds0-9;20%,median_pearson,0.01282004712636663,0.01322009005064748,0.00040004292428084953,0.00040004292428084953,0.031204481569969623,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P07,M0,original V1 seeds0-9;20%,mean_mse,2.684273592863483,2.427326320909624,-0.2569472719538588,0.2569472719538588,-0.09572320520418973,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P07,M0,original V1 seeds0-9;20%,mean_mae,1.4757328116327528,1.383534777523048,-0.09219803410970484,0.09219803410970484,-0.06247610230180951,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P07,M3,original V1 seeds0-9;20%,median_pearson,0.18014800046250473,0.18014800046250473,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P07,M3,original V1 seeds0-9;20%,mean_mse,0.09680792461486051,0.09680792461486051,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P07,M3,original V1 seeds0-9;20%,mean_mae,0.22366601277723844,0.22366601277723844,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P07,M3,original V1 seeds0-9;20%,median_pearson,0.18014800046250473,0.18057864320966424,0.0004306427471595098,0.0004306427471595098,0.0023904941828601757,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P07,M3,original V1 seeds0-9;20%,mean_mse,0.09680792461486051,0.09724543141255176,0.00043750679769125056,0.00043750679769125056,0.00451932834457326,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P07,M3,original V1 seeds0-9;20%,mean_mae,0.22366601277723844,0.22508987499928543,0.0014238622220469899,0.0014238622220469899,0.006366019603814793,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P07,M3,original V1 seeds0-9;20%,median_pearson,0.18014800046250473,0.17942901162132882,-0.0007189888411759104,0.0007189888411759104,-0.003991100868896726,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P07,M3,original V1 seeds0-9;20%,mean_mse,0.09680792461486051,0.09644594449602269,-0.0003619801188378263,0.0003619801188378263,-0.0037391579282163487,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P07,M3,original V1 seeds0-9;20%,mean_mae,0.22366601277723844,0.22395185679562357,0.00028584401838513407,0.00028584401838513407,0.001277994876538628,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P07,M3,original V1 seeds0-9;20%,median_pearson,0.18014800046250473,0.1778632766533487,-0.0022847238091560362,0.0022847238091560362,-0.012682482199582167,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P07,M3,original V1 seeds0-9;20%,mean_mse,0.09680792461486051,0.0976318593809921,0.0008239347661315871,0.0008239347661315871,0.008511026028184359,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P07,M3,original V1 seeds0-9;20%,mean_mae,0.22366601277723844,0.2236549127583952,-1.1100018843246406e-05,1.1100018843246406e-05,-4.962765109199465e-05,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P08,M0,original V1 seeds0-9;20%,median_pearson,0.09477645496366319,0.09477645496366319,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P08,M0,original V1 seeds0-9;20%,mean_mse,2.119638580166251,2.119638580166251,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P08,M0,original V1 seeds0-9;20%,mean_mae,1.2630625760986747,1.2630625760986747,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P08,M0,original V1 seeds0-9;20%,median_pearson,0.09477645496366319,0.09116481534034346,-0.003611639623319729,0.003611639623319729,-0.038106928822189155,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P08,M0,original V1 seeds0-9;20%,mean_mse,2.119638580166251,2.212514679355733,0.09287609918948192,0.09287609918948192,0.043816950709680565,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P08,M0,original V1 seeds0-9;20%,mean_mae,1.2630625760986747,1.2928885254961526,0.029825949397477958,0.029825949397477958,0.02361399186539421,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P08,M0,original V1 seeds0-9;20%,median_pearson,0.09477645496366319,0.09269404039099123,-0.002082414572671956,0.002082414572671956,-0.02197185549375468,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P08,M0,original V1 seeds0-9;20%,mean_mse,2.119638580166251,2.4273037871719634,0.3076652070057122,0.3076652070057122,0.14514984294236655,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P08,M0,original V1 seeds0-9;20%,mean_mae,1.2630625760986747,1.365101816549988,0.1020392404513133,0.1020392404513133,0.08078716160405155,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P08,M0,original V1 seeds0-9;20%,median_pearson,0.09477645496366319,0.09261120037608905,-0.0021652545875741336,0.0021652545875741336,-0.022845912398857724,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P08,M0,original V1 seeds0-9;20%,mean_mse,2.119638580166251,1.9031371342342784,-0.21650144593197274,0.21650144593197274,-0.10214073661321625,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P08,M0,original V1 seeds0-9;20%,mean_mae,1.2630625760986747,1.1747835111866791,-0.08827906491199555,0.08827906491199555,-0.06989286721222504,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P08,M3,original V1 seeds0-9;20%,median_pearson,0.39314038527654016,0.39314038527654016,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P08,M3,original V1 seeds0-9;20%,mean_mse,0.09473478638391385,0.09473478638391385,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P08,M3,original V1 seeds0-9;20%,mean_mae,0.21258920476122917,0.21258920476122922,5.551115123125783e-17,5.551115123125783e-17,2.6111933244025963e-16,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P08,M3,original V1 seeds0-9;20%,median_pearson,0.39314038527654016,0.3910014779268441,-0.002138907349696073,0.002138907349696073,-0.005440568890401675,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P08,M3,original V1 seeds0-9;20%,mean_mse,0.09473478638391385,0.09504432530083748,0.00030953891692363233,0.00030953891692363233,0.0032674261349914507,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P08,M3,original V1 seeds0-9;20%,mean_mae,0.21258920476122917,0.2132261507633663,0.0006369460021371232,0.0006369460021371232,0.002996135212286592,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P08,M3,original V1 seeds0-9;20%,median_pearson,0.39314038527654016,0.3949657797571537,0.0018253944806135292,0.0018253944806135292,0.004643111084427316,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P08,M3,original V1 seeds0-9;20%,mean_mse,0.09473478638391385,0.09435622412033236,-0.0003785622635814889,0.0003785622635814889,-0.003996021715268991,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P08,M3,original V1 seeds0-9;20%,mean_mae,0.21258920476122917,0.21389772752496747,0.0013085227637383012,0.0013085227637383012,0.006155170321126966,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P08,M3,original V1 seeds0-9;20%,median_pearson,0.39314038527654016,0.3923922393063041,-0.000748145970236036,0.000748145970236036,-0.0019029995346567618,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P08,M3,original V1 seeds0-9;20%,mean_mse,0.09473478638391385,0.09594087420558031,0.0012060878216664656,0.0012060878216664656,0.012731203264435309,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P08,M3,original V1 seeds0-9;20%,mean_mae,0.21258920476122917,0.2131488167296937,0.0005596119684645462,0.0005596119684645462,0.002632363054808346,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P09,M0,original V1 seeds0-9;20%,median_pearson,0.07472688449973873,0.07472688449973873,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P09,M0,original V1 seeds0-9;20%,mean_mse,1.7632425684699424,1.7632425684699424,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P09,M0,original V1 seeds0-9;20%,mean_mae,1.1073940517802583,1.1073940517802583,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P09,M0,original V1 seeds0-9;20%,median_pearson,0.07472688449973873,0.05811210106320212,-0.016614783436536606,0.016614783436536606,-0.22234010621163655,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P09,M0,original V1 seeds0-9;20%,mean_mse,1.7632425684699424,1.8183393471169473,0.05509677864700491,0.05509677864700491,0.031247418609462937,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P09,M0,original V1 seeds0-9;20%,mean_mae,1.1073940517802583,1.1357726529968213,0.028378601216562993,0.028378601216562993,0.025626470695721416,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P09,M0,original V1 seeds0-9;20%,median_pearson,0.07472688449973873,0.0826719915367018,0.007945107036963064,0.007945107036963064,0.10632193607631057,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P09,M0,original V1 seeds0-9;20%,mean_mse,1.7632425684699424,2.003041307158779,0.2397987386888365,0.2397987386888365,0.1359987235885091,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P09,M0,original V1 seeds0-9;20%,mean_mae,1.1073940517802583,1.1744148231763996,0.06702077139614127,0.06702077139614127,0.060521158921160875,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P09,M0,original V1 seeds0-9;20%,median_pearson,0.07472688449973873,0.061455686190774184,-0.013271198308964546,0.013271198308964546,-0.17759603384791114,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P09,M0,original V1 seeds0-9;20%,mean_mse,1.7632425684699424,1.6281267766134078,-0.13511579185653466,0.13511579185653466,-0.07662915714074535,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P09,M0,original V1 seeds0-9;20%,mean_mae,1.1073940517802583,1.0572218504427593,-0.050172201337499,0.050172201337499,-0.045306547616759944,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P09,M3,original V1 seeds0-9;20%,median_pearson,0.3799100431592105,0.37991004315921056,5.551115123125783e-17,5.551115123125783e-17,1.461165668842151e-16,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P09,M3,original V1 seeds0-9;20%,mean_mse,0.13855814650773995,0.13855814650773995,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P09,M3,original V1 seeds0-9;20%,mean_mae,0.2673953551105803,0.26739535511058027,-5.551115123125783e-17,5.551115123125783e-17,-2.075995344358222e-16,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P09,M3,original V1 seeds0-9;20%,median_pearson,0.3799100431592105,0.3788472927840837,-0.0010627503751268197,0.0010627503751268197,-0.0027973737316584926,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P09,M3,original V1 seeds0-9;20%,mean_mse,0.13855814650773995,0.1394417771544711,0.0008836306467311372,0.0008836306467311372,0.00637732727380109,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P09,M3,original V1 seeds0-9;20%,mean_mae,0.2673953551105803,0.26796225532557993,0.0005669002149996105,0.0005669002149996105,0.0021200825076605058,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P09,M3,original V1 seeds0-9;20%,median_pearson,0.3799100431592105,0.38342756583215254,0.0035175226729420306,0.0035175226729420306,0.009258830442310595,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P09,M3,original V1 seeds0-9;20%,mean_mse,0.13855814650773995,0.136623280641668,-0.0019348658660719442,0.0019348658660719442,-0.013964288025200028,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P09,M3,original V1 seeds0-9;20%,mean_mae,0.2673953551105803,0.26629053306183575,-0.0011048220487445692,0.0011048220487445692,-0.004131792223120982,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P09,M3,original V1 seeds0-9;20%,median_pearson,0.3799100431592105,0.3756107893097008,-0.004299253849509688,0.004299253849509688,-0.011316504859304235,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P09,M3,original V1 seeds0-9;20%,mean_mse,0.13855814650773995,0.14056369220738446,0.0020055456996445065,0.0020055456996445065,0.014474397573819128,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P09,M3,original V1 seeds0-9;20%,mean_mae,0.2673953551105803,0.26950719247374166,0.0021118373631613396,0.0021118373631613396,0.00789780870459772,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P11,M0,original V1 seeds0-9;20%,median_pearson,-0.0808387487105917,-0.0808387487105917,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P11,M0,original V1 seeds0-9;20%,mean_mse,2.0522789377429875,2.0522789377429875,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P11,M0,original V1 seeds0-9;20%,mean_mae,1.2479343211609486,1.2479343211609486,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P11,M0,original V1 seeds0-9;20%,median_pearson,-0.0808387487105917,-0.07270626462794566,0.008132484082646038,0.008132484082646038,0.10060131078674774,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P11,M0,original V1 seeds0-9;20%,mean_mse,2.0522789377429875,2.039896306104573,-0.012382631638414576,0.012382631638414576,-0.0060336007014877265,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P11,M0,original V1 seeds0-9;20%,mean_mae,1.2479343211609486,1.2482672884025923,0.00033296724164366687,0.00033296724164366687,0.00026681471612537166,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P11,M0,original V1 seeds0-9;20%,median_pearson,-0.0808387487105917,-0.06198925301559451,0.018849495694997186,0.018849495694997186,0.2331740161204088,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P11,M0,original V1 seeds0-9;20%,mean_mse,2.0522789377429875,2.3842616920751687,0.33198275433218116,0.33198275433218116,0.16176297881675003,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P11,M0,original V1 seeds0-9;20%,mean_mae,1.2479343211609486,1.34972907163534,0.10179475047439146,0.10179475047439146,0.08157059930821695,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P11,M0,original V1 seeds0-9;20%,median_pearson,-0.0808387487105917,-0.09037866899649273,-0.009539920285901032,0.009539920285901032,-0.11801172628307999,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P11,M0,original V1 seeds0-9;20%,mean_mse,2.0522789377429875,1.8728732832730326,-0.17940565446995493,0.17940565446995493,-0.08741777307682061,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P11,M0,original V1 seeds0-9;20%,mean_mae,1.2479343211609486,1.1715168782823855,-0.07641744287856311,0.07641744287856311,-0.061235148022431386,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P11,M3,original V1 seeds0-9;20%,median_pearson,0.46438867549437185,0.46438867549437185,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P11,M3,original V1 seeds0-9;20%,mean_mse,0.10853189653419197,0.108531896534192,2.7755575615628914e-17,2.7755575615628914e-17,2.5573657608466074e-16,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P11,M3,original V1 seeds0-9;20%,mean_mae,0.23330517873399526,0.2333051787339952,-5.551115123125783e-17,5.551115123125783e-17,-2.379336435328309e-16,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P11,M3,original V1 seeds0-9;20%,median_pearson,0.46438867549437185,0.4644224939161912,3.3818421819376e-05,3.3818421819376e-05,7.28235282296109e-05,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P11,M3,original V1 seeds0-9;20%,mean_mse,0.10853189653419197,0.1087815164350251,0.0002496199008331229,0.0002496199008331229,0.002299968108955716,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P11,M3,original V1 seeds0-9;20%,mean_mae,0.23330517873399526,0.23288995793721456,-0.0004152207967806909,0.0004152207967806909,-0.001779732447577206,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P11,M3,original V1 seeds0-9;20%,median_pearson,0.46438867549437185,0.4660094333426974,0.0016207578483255491,0.0016207578483255491,0.0034900890866904695,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P11,M3,original V1 seeds0-9;20%,mean_mse,0.10853189653419197,0.10812167449656966,-0.0004102220376223098,0.0004102220376223098,-0.003779737116204112,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P11,M3,original V1 seeds0-9;20%,mean_mae,0.23330517873399526,0.23432194879485926,0.0010167700608640085,0.0010167700608640085,0.004358111836099819,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P11,M3,original V1 seeds0-9;20%,median_pearson,0.46438867549437185,0.46089321502346525,-0.0034954604709065973,0.0034954604709065973,-0.007527014880768686,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P11,M3,original V1 seeds0-9;20%,mean_mse,0.10853189653419197,0.10950270417295264,0.0009708076387606734,0.0009708076387606734,0.008944906241962054,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P11,M3,original V1 seeds0-9;20%,mean_mae,0.23330517873399526,0.23439538954015923,0.001090210806163977,0.001090210806163977,0.0046728958700354845,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P12,M0,original V1 seeds0-9;20%,median_pearson,0.18205546809897336,0.18205546809897336,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P12,M0,original V1 seeds0-9;20%,mean_mse,1.7481033080269914,1.7481033080269914,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P12,M0,original V1 seeds0-9;20%,mean_mae,1.1434498452584907,1.1434498452584907,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P12,M0,original V1 seeds0-9;20%,median_pearson,0.18205546809897336,0.17320389265998687,-0.008851575438986486,0.008851575438986486,-0.04862021191351627,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P12,M0,original V1 seeds0-9;20%,mean_mse,1.7481033080269914,1.8011079228584244,0.05300461483143293,0.05300461483143293,0.030321214191429535,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P12,M0,original V1 seeds0-9;20%,mean_mae,1.1434498452584907,1.1727208258689585,0.029270980610467845,0.029270980610467845,0.025598832106056024,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P12,M0,original V1 seeds0-9;20%,median_pearson,0.18205546809897336,0.19235327135083638,0.010297803251863025,0.010297803251863025,0.05656409752144707,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P12,M0,original V1 seeds0-9;20%,mean_mse,1.7481033080269914,2.029164390475953,0.28106108244896166,0.28106108244896166,0.16078059068842054,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P12,M0,original V1 seeds0-9;20%,mean_mae,1.1434498452584907,1.2347169754189014,0.09126713016041066,0.09126713016041066,0.07981734445010014,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P12,M0,original V1 seeds0-9;20%,median_pearson,0.18205546809897336,0.16790834031574156,-0.014147127783231794,0.014147127783231794,-0.07770778835129959,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P12,M0,original V1 seeds0-9;20%,mean_mse,1.7481033080269914,1.571131501888773,-0.1769718061382184,0.1769718061382184,-0.10123646887777978,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P12,M0,original V1 seeds0-9;20%,mean_mae,1.1434498452584907,1.0629464112791862,-0.08050343397930448,0.08050343397930448,-0.07040399219355853,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P12,M3,original V1 seeds0-9;20%,median_pearson,0.43638733464712215,0.43638733464712215,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P12,M3,original V1 seeds0-9;20%,mean_mse,0.1202857510088045,0.1202857510088045,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P12,M3,original V1 seeds0-9;20%,mean_mae,0.25231797161292346,0.25231797161292346,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P12,M3,original V1 seeds0-9;20%,median_pearson,0.43638733464712215,0.4338189534270292,-0.0025683812200929523,0.0025683812200929523,-0.005885553993380294,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P12,M3,original V1 seeds0-9;20%,mean_mse,0.1202857510088045,0.12060300168886313,0.00031725068005863943,0.00031725068005863943,0.002637475157264619,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P12,M3,original V1 seeds0-9;20%,mean_mae,0.25231797161292346,0.2528493476903233,0.0005313760773998366,0.0005313760773998366,0.0021059779214419624,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P12,M3,original V1 seeds0-9;20%,median_pearson,0.43638733464712215,0.4375495458255256,0.0011622111784034272,0.0011622111784034272,0.0026632559795605236,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P12,M3,original V1 seeds0-9;20%,mean_mse,0.1202857510088045,0.11979000852940533,-0.0004957424793991666,0.0004957424793991666,-0.00412137327357153,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P12,M3,original V1 seeds0-9;20%,mean_mae,0.25231797161292346,0.2530238544280553,0.0007058828151318419,0.0007058828151318419,0.002797592302361737,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P12,M3,original V1 seeds0-9;20%,median_pearson,0.43638733464712215,0.434982314995165,-0.0014050196519571623,0.0014050196519571623,-0.0032196618471828694,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P12,M3,original V1 seeds0-9;20%,mean_mse,0.1202857510088045,0.12143444588663654,0.0011486948778320488,0.0011486948778320488,0.00954971697144717,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P12,M3,original V1 seeds0-9;20%,mean_mae,0.25231797161292346,0.2525484116874922,0.0002304400745687385,0.0002304400745687385,0.0009132923552597852,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P13,M0,original V1 seeds0-9;20%,median_pearson,0.15144192571947998,0.15144192571947998,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P13,M0,original V1 seeds0-9;20%,mean_mse,2.228465703119256,2.228465703119256,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P13,M0,original V1 seeds0-9;20%,mean_mae,1.3001432027817084,1.3001432027817084,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P13,M0,original V1 seeds0-9;20%,median_pearson,0.15144192571947998,0.17700249935035783,0.025560573630877853,0.025560573630877853,0.16878135634794028,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P13,M0,original V1 seeds0-9;20%,mean_mse,2.228465703119256,2.2865773643646405,0.05811166124538447,0.05811166124538447,0.026076982546351817,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P13,M0,original V1 seeds0-9;20%,mean_mae,1.3001432027817084,1.322526705853488,0.02238350307177961,0.02238350307177961,0.017216182820391793,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P13,M0,original V1 seeds0-9;20%,median_pearson,0.15144192571947998,0.12736561710016456,-0.024076308619315423,0.024076308619315423,-0.15898047059909043,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P13,M0,original V1 seeds0-9;20%,mean_mse,2.228465703119256,2.4611933884100567,0.23272768529080068,0.23272768529080068,0.10443404399944058,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P13,M0,original V1 seeds0-9;20%,mean_mae,1.3001432027817084,1.3711763538414266,0.07103315105971819,0.07103315105971819,0.05463486707290391,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P13,M0,original V1 seeds0-9;20%,median_pearson,0.15144192571947998,0.10126095975078,-0.050180965968699975,0.050180965968699975,-0.3313545158006743,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P13,M0,original V1 seeds0-9;20%,mean_mse,2.228465703119256,2.0922911022626534,-0.1361746008566027,0.1361746008566027,-0.06110688653004383,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P13,M0,original V1 seeds0-9;20%,mean_mae,1.3001432027817084,1.2386170761002435,-0.06152612668146484,0.06152612668146484,-0.04732257688985893,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P13,M3,original V1 seeds0-9;20%,median_pearson,0.6148801403040045,0.6148801403040045,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P13,M3,original V1 seeds0-9;20%,mean_mse,0.11936130730132029,0.11936130730132029,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P13,M3,original V1 seeds0-9;20%,mean_mae,0.2481389840094676,0.2481389840094676,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P13,M3,original V1 seeds0-9;20%,median_pearson,0.6148801403040045,0.6158492034934451,0.0009690631894405666,0.0009690631894405666,0.0015760196596387866,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P13,M3,original V1 seeds0-9;20%,mean_mse,0.11936130730132029,0.11930645811847233,-5.48491828479547e-05,5.48491828479547e-05,-0.00045952230323258197,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P13,M3,original V1 seeds0-9;20%,mean_mae,0.2481389840094676,0.24773959754442937,-0.0003993864650382317,0.0003993864650382317,-0.0016095272842053443,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P13,M3,original V1 seeds0-9;20%,median_pearson,0.6148801403040045,0.6146413009215637,-0.00023883938244084746,0.00023883938244084746,-0.0003884324224925564,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P13,M3,original V1 seeds0-9;20%,mean_mse,0.11936130730132029,0.1185162518023604,-0.0008450554989598846,0.0008450554989598846,-0.00707981102139401,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P13,M3,original V1 seeds0-9;20%,mean_mae,0.2481389840094676,0.24837217416658114,0.00023319015711353863,0.00023319015711353863,0.0009397562339686271,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P13,M3,original V1 seeds0-9;20%,median_pearson,0.6148801403040045,0.6128756534532436,-0.0020044868507609337,0.0020044868507609337,-0.003259963559353031,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P13,M3,original V1 seeds0-9;20%,mean_mse,0.11936130730132029,0.12122236475775683,0.0018610574564365406,0.0018610574564365406,0.015591798536006441,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P13,M3,original V1 seeds0-9;20%,mean_mae,0.2481389840094676,0.24984103576802644,0.0017020517585588368,0.0017020517585588368,0.006859267862940456,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P14,M0,original V1 seeds0-9;20%,median_pearson,0.040846492875465795,0.040846492875465795,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P14,M0,original V1 seeds0-9;20%,mean_mse,1.4583157204149217,1.4583157204149217,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P14,M0,original V1 seeds0-9;20%,mean_mae,1.0048051209426212,1.0048051209426212,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P14,M0,original V1 seeds0-9;20%,median_pearson,0.040846492875465795,0.05760271904067825,0.016756226165212454,0.016756226165212454,0.41022435429889703,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P14,M0,original V1 seeds0-9;20%,mean_mse,1.4583157204149217,1.6124268062967875,0.15411108588186573,0.15411108588186573,0.10567744948811075,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P14,M0,original V1 seeds0-9;20%,mean_mae,1.0048051209426212,1.0657833351007773,0.060978214158156074,0.060978214158156074,0.060686607668710514,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P14,M0,original V1 seeds0-9;20%,median_pearson,0.040846492875465795,0.03421398059106941,-0.0066325122843963885,0.0066325122843963885,-0.16237654245170624,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P14,M0,original V1 seeds0-9;20%,mean_mse,1.4583157204149217,1.5500102477287068,0.09169452731378502,0.09169452731378502,0.06287700669351352,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P14,M0,original V1 seeds0-9;20%,mean_mae,1.0048051209426212,1.0301437818603805,0.02533866091775927,0.02533866091775927,0.02521748783882464,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P14,M0,original V1 seeds0-9;20%,median_pearson,0.040846492875465795,0.029605304541400618,-0.011241188334065177,0.011241188334065177,-0.27520571639620817,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P14,M0,original V1 seeds0-9;20%,mean_mse,1.4583157204149217,1.405569840410647,-0.052745880004274825,0.052745880004274825,-0.03616904026054626,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P14,M0,original V1 seeds0-9;20%,mean_mae,1.0048051209426212,0.9845977949307025,-0.020207326011918658,0.020207326011918658,-0.020110691706031407,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P14,M3,original V1 seeds0-9;20%,median_pearson,0.5359787326081794,0.5359787326081793,-1.1102230246251565e-16,1.1102230246251565e-16,-2.0713938018073776e-16,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P14,M3,original V1 seeds0-9;20%,mean_mse,0.15364960875859962,0.15364960875859962,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P14,M3,original V1 seeds0-9;20%,mean_mae,0.2893754176149578,0.2893754176149578,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P14,M3,original V1 seeds0-9;20%,median_pearson,0.5359787326081794,0.5355619754964198,-0.0004167571117595914,0.0004167571117595914,-0.000777562777037007,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P14,M3,original V1 seeds0-9;20%,mean_mse,0.15364960875859962,0.15253220072382248,-0.0011174080347771398,0.0011174080347771398,-0.0072724430853104895,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P14,M3,original V1 seeds0-9;20%,mean_mae,0.2893754176149578,0.2890573925585257,-0.0003180250564320808,0.0003180250564320808,-0.0010990050884531048,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P14,M3,original V1 seeds0-9;20%,median_pearson,0.5359787326081794,0.5355051751114386,-0.0004735574967408285,0.0004735574967408285,-0.0008835378494150379,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P14,M3,original V1 seeds0-9;20%,mean_mse,0.15364960875859962,0.15164198959074499,-0.002007619167854635,0.002007619167854635,-0.013066217246337573,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P14,M3,original V1 seeds0-9;20%,mean_mae,0.2893754176149578,0.2875424439522926,-0.0018329736626651605,0.0018329736626651605,-0.006334241096816699,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P14,M3,original V1 seeds0-9;20%,median_pearson,0.5359787326081794,0.5358413057138328,-0.00013742689434659283,0.00013742689434659283,-0.00025640363317746986,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P14,M3,original V1 seeds0-9;20%,mean_mse,0.15364960875859962,0.15793172538238495,0.004282116623785331,0.004282116623785331,0.027869362365334792,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P14,M3,original V1 seeds0-9;20%,mean_mae,0.2893754176149578,0.29300191114721497,0.003626493532257191,0.003626493532257191,0.01253214098884721,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P15,M0,original V1 seeds0-9;20%,median_pearson,0.09289035191886562,0.09289035191886562,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P15,M0,original V1 seeds0-9;20%,mean_mse,1.7770373056311572,1.7770373056311572,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P15,M0,original V1 seeds0-9;20%,mean_mae,1.1151109812759008,1.1151109812759008,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P15,M0,original V1 seeds0-9;20%,median_pearson,0.09289035191886562,0.09626093574514828,0.0033705838262826637,0.0033705838262826637,0.036285618007203535,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P15,M0,original V1 seeds0-9;20%,mean_mse,1.7770373056311572,1.8913290390972097,0.11429173346605248,0.11429173346605248,0.06431588864447561,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P15,M0,original V1 seeds0-9;20%,mean_mae,1.1151109812759008,1.1645131698469389,0.049402188571038064,0.049402188571038064,0.04430248594136566,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P15,M0,original V1 seeds0-9;20%,median_pearson,0.09289035191886562,0.0911377751205176,-0.0017525767983480184,0.0017525767983480184,-0.018867156406930114,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P15,M0,original V1 seeds0-9;20%,mean_mse,1.7770373056311572,1.9771452074461464,0.20010790181498916,0.20010790181498916,0.11260759759003262,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P15,M0,original V1 seeds0-9;20%,mean_mae,1.1151109812759008,1.1741413356462043,0.05903035437030346,0.05903035437030346,0.05293675280891003,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P15,M0,original V1 seeds0-9;20%,median_pearson,0.09289035191886562,0.09019832044664323,-0.0026920314722223837,0.0026920314722223837,-0.028980743603746043,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P15,M0,original V1 seeds0-9;20%,mean_mse,1.7770373056311572,1.62432549311558,-0.1527118125155773,0.1527118125155773,-0.08593618830153825,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P15,M0,original V1 seeds0-9;20%,mean_mae,1.1151109812759008,1.0513847145471236,-0.06372626672877724,0.06372626672877724,-0.057147914242456986,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P15,M3,original V1 seeds0-9;20%,median_pearson,0.38903439963306635,0.38903439963306635,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P15,M3,original V1 seeds0-9;20%,mean_mse,0.11513827372261595,0.11513827372261595,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P15,M3,original V1 seeds0-9;20%,mean_mae,0.24790922724007655,0.24790922724007655,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P15,M3,original V1 seeds0-9;20%,median_pearson,0.38903439963306635,0.39017828442669783,0.0011438847936314778,0.0011438847936314778,0.002940317860606618,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P15,M3,original V1 seeds0-9;20%,mean_mse,0.11513827372261595,0.1149177124309219,-0.00022056129169405192,0.00022056129169405192,-0.001915620970880757,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P15,M3,original V1 seeds0-9;20%,mean_mae,0.24790922724007655,0.247646105590626,-0.00026312164945055394,0.00026312164945055394,-0.0010613628721279729,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P15,M3,original V1 seeds0-9;20%,median_pearson,0.38903439963306635,0.38831928478907235,-0.0007151148439940025,0.0007151148439940025,-0.0018381789493898024,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P15,M3,original V1 seeds0-9;20%,mean_mse,0.11513827372261595,0.11455587304383914,-0.0005824006787768093,0.0005824006787768093,-0.0050582717626972,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P15,M3,original V1 seeds0-9;20%,mean_mae,0.24790922724007655,0.24836280074345973,0.00045357350338318114,0.00045357350338318114,0.001829595083784188,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P15,M3,original V1 seeds0-9;20%,median_pearson,0.38903439963306635,0.3859458477386027,-0.0030885518944636647,0.0030885518944636647,-0.007939020038785152,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P15,M3,original V1 seeds0-9;20%,mean_mse,0.11513827372261595,0.1169157739097065,0.0017775001870905527,0.0017775001870905527,0.015437961067340621,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P15,M3,original V1 seeds0-9;20%,mean_mae,0.24790922724007655,0.24932763968642463,0.0014184124463480774,0.0014184124463480774,0.0057214992041198995,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P17,M0,original V1 seeds0-9;20%,median_pearson,0.09538208578500011,0.09538208578500011,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P17,M0,original V1 seeds0-9;20%,mean_mse,1.7727749515987576,1.7727749515987576,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P17,M0,original V1 seeds0-9;20%,mean_mae,1.137150788809902,1.137150788809902,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P17,M0,original V1 seeds0-9;20%,median_pearson,0.09538208578500011,0.0757411396773688,-0.019640946107631313,0.019640946107631313,-0.20591860563737083,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P17,M0,original V1 seeds0-9;20%,mean_mse,1.7727749515987576,1.8535598579424062,0.08078490634364854,0.08078490634364854,0.04556974717563195,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P17,M0,original V1 seeds0-9;20%,mean_mae,1.137150788809902,1.1770606336006177,0.0399098447907158,0.0399098447907158,0.035096352377756254,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P17,M0,original V1 seeds0-9;20%,median_pearson,0.09538208578500011,0.10614533147573509,0.010763245690734974,0.010763245690734974,0.11284347162418222,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P17,M0,original V1 seeds0-9;20%,mean_mse,1.7727749515987576,1.9413359748598946,0.16856102326113698,0.16856102326113698,0.09508314809452946,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P17,M0,original V1 seeds0-9;20%,mean_mae,1.137150788809902,1.188052825245372,0.05090203643546998,0.05090203643546998,0.04476278514368537,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P17,M0,original V1 seeds0-9;20%,median_pearson,0.09538208578500011,0.08778403526984081,-0.007598050515159299,0.007598050515159299,-0.07965909376616061,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P17,M0,original V1 seeds0-9;20%,mean_mse,1.7727749515987576,1.6952622658818743,-0.0775126857168833,0.0775126857168833,-0.0437239287744783,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P17,M0,original V1 seeds0-9;20%,mean_mae,1.137150788809902,1.0913736071688904,-0.04577718164101152,0.04577718164101152,-0.04025603472422523,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P17,M3,original V1 seeds0-9;20%,median_pearson,0.4206029189186348,0.4206029189186348,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P17,M3,original V1 seeds0-9;20%,mean_mse,0.09576110139871699,0.09576110139871699,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P17,M3,original V1 seeds0-9;20%,mean_mae,0.2081577401154943,0.2081577401154943,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P17,M3,original V1 seeds0-9;20%,median_pearson,0.4206029189186348,0.4188508808368974,-0.001752038081737406,0.001752038081737406,-0.0041655395217937985,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P17,M3,original V1 seeds0-9;20%,mean_mse,0.09576110139871699,0.09607869790211701,0.00031759650340001944,0.00031759650340001944,0.0033165502355455845,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P17,M3,original V1 seeds0-9;20%,mean_mae,0.2081577401154943,0.20905264331965584,0.0008949032041615512,0.0008949032041615512,0.004299158915085372,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P17,M3,original V1 seeds0-9;20%,median_pearson,0.4206029189186348,0.42521235582060957,0.004609436901974739,0.004609436901974739,0.010959117720403718,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P17,M3,original V1 seeds0-9;20%,mean_mse,0.09576110139871699,0.09549695843500043,-0.0002641429637165599,0.0002641429637165599,-0.0027583534426651748,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P17,M3,original V1 seeds0-9;20%,mean_mae,0.2081577401154943,0.20882419682688952,0.0006664567113952302,0.0006664567113952302,0.0032016907515687535,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P17,M3,original V1 seeds0-9;20%,median_pearson,0.4206029189186348,0.4161708343088558,-0.004432084609779008,0.004432084609779008,-0.010537455662870447,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P17,M3,original V1 seeds0-9;20%,mean_mse,0.09576110139871699,0.09677376050003852,0.0010126591013215336,0.0010126591013215336,0.010574848101476632,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P17,M3,original V1 seeds0-9;20%,mean_mae,0.2081577401154943,0.2092611128024461,0.0011033726869518201,0.0011033726869518201,0.005300656542195474,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P18,M0,original V1 seeds0-9;20%,median_pearson,0.08959809406091984,0.08959809406091984,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P18,M0,original V1 seeds0-9;20%,mean_mse,2.3905778227376375,2.3905778227376375,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P18,M0,original V1 seeds0-9;20%,mean_mae,1.3858697862474707,1.3858697862474707,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P18,M0,original V1 seeds0-9;20%,median_pearson,0.08959809406091984,0.08732782700840344,-0.0022702670525164004,0.0022702670525164004,-0.02533834091351087,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P18,M0,original V1 seeds0-9;20%,mean_mse,2.3905778227376375,2.398247224328419,0.007669401590781444,0.007669401590781444,0.003208179009206491,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P18,M0,original V1 seeds0-9;20%,mean_mae,1.3858697862474707,1.389984448053688,0.004114661806217335,0.004114661806217335,0.002969010398414582,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P18,M0,original V1 seeds0-9;20%,median_pearson,0.08959809406091984,0.08475424112257714,-0.004843852938342705,0.004843852938342705,-0.0540620086745289,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P18,M0,original V1 seeds0-9;20%,mean_mse,2.3905778227376375,2.7017222594969916,0.3111444367593541,0.3111444367593541,0.13015448976391752,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P18,M0,original V1 seeds0-9;20%,mean_mae,1.3858697862474707,1.4805368879138123,0.09466710166634162,0.09466710166634162,0.06830879971968536,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P18,M0,original V1 seeds0-9;20%,median_pearson,0.08959809406091984,0.0968783834019298,0.007280289341009952,0.007280289341009952,0.08125495767867465,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P18,M0,original V1 seeds0-9;20%,mean_mse,2.3905778227376375,2.2391907331171046,-0.15138708962053293,0.15138708962053293,-0.06332656823828799,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P18,M0,original V1 seeds0-9;20%,mean_mae,1.3858697862474707,1.313734772008942,-0.07213501423852864,0.07213501423852864,-0.052050354913825723,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P18,M3,original V1 seeds0-9;20%,median_pearson,0.4963847267479771,0.4963847267479771,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P18,M3,original V1 seeds0-9;20%,mean_mse,0.08586650056457472,0.08586650056457472,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P18,M3,original V1 seeds0-9;20%,mean_mae,0.2024823450701855,0.2024823450701855,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P18,M3,original V1 seeds0-9;20%,median_pearson,0.4963847267479771,0.4957282088256334,-0.0006565179223437245,0.0006565179223437245,-0.0013225989579591752,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P18,M3,original V1 seeds0-9;20%,mean_mse,0.08586650056457472,0.08617079372276525,0.00030429315819052727,0.00030429315819052727,0.003543793635350119,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P18,M3,original V1 seeds0-9;20%,mean_mae,0.2024823450701855,0.2024175289171394,-6.481615304609889e-05,6.481615304609889e-05,-0.0003201076766650049,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P18,M3,original V1 seeds0-9;20%,median_pearson,0.4963847267479771,0.4959922603560473,-0.00039246639192980215,0.00039246639192980215,-0.0007906496126522924,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P18,M3,original V1 seeds0-9;20%,mean_mse,0.08586650056457472,0.08614282137962392,0.00027632081504920525,0.00027632081504920525,0.003218028139406962,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P18,M3,original V1 seeds0-9;20%,mean_mae,0.2024823450701855,0.20443869279336718,0.0019563477231816784,0.0019563477231816784,0.009661818774884095,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P18,M3,original V1 seeds0-9;20%,median_pearson,0.4963847267479771,0.49579166425316545,-0.0005930624948116692,0.0005930624948116692,-0.0011947637847301797,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P18,M3,original V1 seeds0-9;20%,mean_mse,0.08586650056457472,0.08634505943597492,0.0004785588714002059,0.0004785588714002059,0.0055732895629106525,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P18,M3,original V1 seeds0-9;20%,mean_mae,0.2024823450701855,0.2028385508271095,0.00035620575692399403,0.00035620575692399403,0.0017591941499913194,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P19,M0,original V1 seeds0-9;20%,median_pearson,0.06826982385468157,0.06826982385468157,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P19,M0,original V1 seeds0-9;20%,mean_mse,2.431274720349956,2.431274720349956,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P19,M0,original V1 seeds0-9;20%,mean_mae,1.3790337889096531,1.3790337889096531,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P19,M0,original V1 seeds0-9;20%,median_pearson,0.06826982385468157,0.05750937829450327,-0.0107604455601783,0.0107604455601783,-0.15761642483629182,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P19,M0,original V1 seeds0-9;20%,mean_mse,2.431274720349956,2.482159160985577,0.05088444063562125,0.05088444063562125,0.020929120107125117,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P19,M0,original V1 seeds0-9;20%,mean_mae,1.3790337889096531,1.3958774551809405,0.016843666271287416,0.016843666271287416,0.012214107012276348,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P19,M0,original V1 seeds0-9;20%,median_pearson,0.06826982385468157,0.07073178299276757,0.0024619591380860006,0.0024619591380860006,0.03606218676243403,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P19,M0,original V1 seeds0-9;20%,mean_mse,2.431274720349956,2.69649720485371,0.2652224845037541,0.2652224845037541,0.10908783046351017,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P19,M0,original V1 seeds0-9;20%,mean_mae,1.3790337889096531,1.458350378600091,0.07931658969043798,0.07931658969043798,0.05751605967040912,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P19,M0,original V1 seeds0-9;20%,median_pearson,0.06826982385468157,0.053186885355116766,-0.015082938499564803,0.015082938499564803,-0.22093126432653742,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P19,M0,original V1 seeds0-9;20%,mean_mse,2.431274720349956,2.28654670272884,-0.14472801762111587,0.14472801762111587,-0.05952762820660753,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P19,M0,original V1 seeds0-9;20%,mean_mae,1.3790337889096531,1.3154501199615622,-0.06358366894809087,0.06358366894809087,-0.04610740466219028,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P19,M3,original V1 seeds0-9;20%,median_pearson,0.5005114797894545,0.5005114797894545,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P19,M3,original V1 seeds0-9;20%,mean_mse,0.07792390750743798,0.07792390750743798,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P19,M3,original V1 seeds0-9;20%,mean_mae,0.18264806753383261,0.18264806753383261,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P19,M3,original V1 seeds0-9;20%,median_pearson,0.5005114797894545,0.49808143970490154,-0.002430040084552998,0.002430040084552998,-0.0048551135841583895,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P19,M3,original V1 seeds0-9;20%,mean_mse,0.07792390750743798,0.07846825809054894,0.0005443505831109613,0.0005443505831109613,0.006985668462005734,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P19,M3,original V1 seeds0-9;20%,mean_mae,0.18264806753383261,0.18317935806115573,0.0005312905273231194,0.0005312905273231194,0.0029088209609702356,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P19,M3,original V1 seeds0-9;20%,median_pearson,0.5005114797894545,0.500243451769309,-0.00026802802014558313,0.00026802802014558313,-0.0005355082370105316,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P19,M3,original V1 seeds0-9;20%,mean_mse,0.07792390750743798,0.07765087758198976,-0.000273029925448226,0.000273029925448226,-0.0035038017751120197,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P19,M3,original V1 seeds0-9;20%,mean_mae,0.18264806753383261,0.18473058035263334,0.0020825128188007302,0.0020825128188007302,0.011401778551065033,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P19,M3,original V1 seeds0-9;20%,median_pearson,0.5005114797894545,0.501123133107054,0.000611653317599492,0.000611653317599492,0.0012220565207750889,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P19,M3,original V1 seeds0-9;20%,mean_mse,0.07792390750743798,0.07873780856026494,0.0008139010528269569,0.0008139010528269569,0.0104448182703013,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P19,M3,original V1 seeds0-9;20%,mean_mae,0.18264806753383261,0.18271486765768,6.680012384738254e-05,6.680012384738254e-05,0.00036573134744504696,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P20,M0,original V1 seeds0-9;20%,median_pearson,0.0665163849371658,0.0665163849371658,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P20,M0,original V1 seeds0-9;20%,mean_mse,2.4065494042290503,2.4065494042290503,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P20,M0,original V1 seeds0-9;20%,mean_mae,1.3758761120709757,1.3758761120709757,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P20,M0,original V1 seeds0-9;20%,median_pearson,0.0665163849371658,0.06855878324639152,0.0020423983092257153,0.0020423983092257153,0.030705191076680603,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P20,M0,original V1 seeds0-9;20%,mean_mse,2.4065494042290503,2.4923262623362894,0.08577685810723912,0.08577685810723912,0.03564309045827303,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P20,M0,original V1 seeds0-9;20%,mean_mae,1.3758761120709757,1.4149642492735388,0.0390881372025631,0.0390881372025631,0.028409634312007524,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P20,M0,original V1 seeds0-9;20%,median_pearson,0.0665163849371658,0.06167953879401139,-0.004836846143154411,0.004836846143154411,-0.07271661182013275,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P20,M0,original V1 seeds0-9;20%,mean_mse,2.4065494042290503,2.676498045016528,0.2699486407874776,0.2699486407874776,0.11217249075090438,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P20,M0,original V1 seeds0-9;20%,mean_mae,1.3758761120709757,1.4476370445615703,0.07176093249059456,0.07176093249059456,0.05215653637781358,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P20,M0,original V1 seeds0-9;20%,median_pearson,0.0665163849371658,0.061852671951465245,-0.004663712985700556,0.004663712985700556,-0.07011374701295173,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P20,M0,original V1 seeds0-9;20%,mean_mse,2.4065494042290503,2.216349507275342,-0.19019989695370842,0.19019989695370842,-0.07903427896367658,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P20,M0,original V1 seeds0-9;20%,mean_mae,1.3758761120709757,1.297260933702389,-0.07861517836858667,0.07861517836858667,-0.05713826824877038,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P20,M3,original V1 seeds0-9;20%,median_pearson,0.31883796329899117,0.31883796329899117,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P20,M3,original V1 seeds0-9;20%,mean_mse,0.0981547610865465,0.0981547610865465,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P20,M3,original V1 seeds0-9;20%,mean_mae,0.22830069233318961,0.22830069233318961,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P20,M3,original V1 seeds0-9;20%,median_pearson,0.31883796329899117,0.31931414965609933,0.0004761863571081659,0.0004761863571081659,0.0014935058303004553,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P20,M3,original V1 seeds0-9;20%,mean_mse,0.0981547610865465,0.09848780696207368,0.00033304587552718257,0.00033304587552718257,0.003393068984534783,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P20,M3,original V1 seeds0-9;20%,mean_mae,0.22830069233318961,0.22884388220392568,0.0005431898707360661,0.0005431898707360661,0.0023792738654656235,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P20,M3,original V1 seeds0-9;20%,median_pearson,0.31883796329899117,0.3178322893672233,-0.0010056739317678698,0.0010056739317678698,-0.0031541850329309634,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P20,M3,original V1 seeds0-9;20%,mean_mse,0.0981547610865465,0.09807134689595687,-8.341419058963129e-05,8.341419058963129e-05,-0.0008498231737947186,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P20,M3,original V1 seeds0-9;20%,mean_mae,0.22830069233318961,0.22921387641593394,0.0009131840827443227,0.0009131840827443227,0.003999918149225722,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P20,M3,original V1 seeds0-9;20%,median_pearson,0.31883796329899117,0.31741118004649693,-0.0014267832524942348,0.0014267832524942348,-0.004474947831592642,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P20,M3,original V1 seeds0-9;20%,mean_mse,0.0981547610865465,0.09892659928720997,0.0007718382006634689,0.0007718382006634689,0.007863482037136355,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P20,M3,original V1 seeds0-9;20%,mean_mae,0.22830069233318961,0.2280902833022997,-0.00021040903088992424,0.00021040903088992424,-0.0009216311555588553,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P21,M0,original V1 seeds0-9;20%,median_pearson,0.07510718410604279,0.07510718410604279,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P21,M0,original V1 seeds0-9;20%,mean_mse,2.606673646935098,2.606673646935098,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P21,M0,original V1 seeds0-9;20%,mean_mae,1.4178258896509957,1.4178258896509957,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P21,M0,original V1 seeds0-9;20%,median_pearson,0.07510718410604279,0.08320369735277333,0.008096513246730538,0.008096513246730538,0.10779945145193014,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P21,M0,original V1 seeds0-9;20%,mean_mse,2.606673646935098,2.687630846727125,0.08095719979202665,0.08095719979202665,0.03105766611298478,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P21,M0,original V1 seeds0-9;20%,mean_mae,1.4178258896509957,1.4444667778585156,0.026640888207519975,0.026640888207519975,0.01878995749899711,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P21,M0,original V1 seeds0-9;20%,median_pearson,0.07510718410604279,0.06554985777423818,-0.009557326331804616,0.009557326331804616,-0.12724916325328825,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P21,M0,original V1 seeds0-9;20%,mean_mse,2.606673646935098,2.7564581219473636,0.14978447501226544,0.14978447501226544,0.05746192093835014,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P21,M0,original V1 seeds0-9;20%,mean_mae,1.4178258896509957,1.4631417087523348,0.045315819101339194,0.045315819101339194,0.03196148372808589,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P21,M0,original V1 seeds0-9;20%,median_pearson,0.07510718410604279,0.07479764619063126,-0.00030953791541153686,0.00030953791541153686,-0.004121282392567195,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P21,M0,original V1 seeds0-9;20%,mean_mse,2.606673646935098,2.528865435707396,-0.0778082112277021,0.0778082112277021,-0.02984961746906378,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P21,M0,original V1 seeds0-9;20%,mean_mae,1.4178258896509957,1.3768240653928614,-0.041001824258134256,0.041001824258134256,-0.02891880064922996,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P21,M3,original V1 seeds0-9;20%,median_pearson,0.33996018866319566,0.33996018866319566,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P21,M3,original V1 seeds0-9;20%,mean_mse,0.10774133817425524,0.10774133817425524,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P21,M3,original V1 seeds0-9;20%,mean_mae,0.22921996755043428,0.22921996755043428,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P21,M3,original V1 seeds0-9;20%,median_pearson,0.33996018866319566,0.3426000007807307,0.0026398121175350564,0.0026398121175350564,0.007765062514865125,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P21,M3,original V1 seeds0-9;20%,mean_mse,0.10774133817425524,0.10886028578928322,0.001118947615027982,0.001118947615027982,0.010385499511972408,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P21,M3,original V1 seeds0-9;20%,mean_mae,0.22921996755043428,0.2302045317488996,0.0009845641984653208,0.0009845641984653208,0.004295281117901264,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P21,M3,original V1 seeds0-9;20%,median_pearson,0.33996018866319566,0.33785763214579434,-0.0021025565174013217,0.0021025565174013217,-0.006184713938620501,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P21,M3,original V1 seeds0-9;20%,mean_mse,0.10774133817425524,0.1064677824200118,-0.0012735557542434411,0.0012735557542434411,-0.011820493190679127,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P21,M3,original V1 seeds0-9;20%,mean_mae,0.22921996755043428,0.22888838783559393,-0.0003315797148403521,0.0003315797148403521,-0.001446556852720067,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P21,M3,original V1 seeds0-9;20%,median_pearson,0.33996018866319566,0.3401284910449429,0.00016830238174725398,0.00016830238174725398,0.0004950649733695553,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P21,M3,original V1 seeds0-9;20%,mean_mse,0.10774133817425524,0.10885348290166134,0.001112144727406103,0.001112144727406103,0.010322358588189966,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P21,M3,original V1 seeds0-9;20%,mean_mae,0.22921996755043428,0.2302266269448913,0.0010066593944570157,0.0010066593944570157,0.004391674098965766,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P22,M0,original V1 seeds0-9;20%,median_pearson,-0.028554564252531556,-0.028554564252531556,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P22,M0,original V1 seeds0-9;20%,mean_mse,2.148756620557669,2.148756620557669,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P22,M0,original V1 seeds0-9;20%,mean_mae,1.2911206089434801,1.2911206089434801,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P22,M0,original V1 seeds0-9;20%,median_pearson,-0.028554564252531556,-0.005933954707794543,0.022620609544737012,0.022620609544737012,0.7921889244985254,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P22,M0,original V1 seeds0-9;20%,mean_mse,2.148756620557669,2.2101100573522032,0.06135343679453431,0.06135343679453431,0.02855299488436768,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P22,M0,original V1 seeds0-9;20%,mean_mae,1.2911206089434801,1.3224963162844903,0.03137570734101014,0.03137570734101014,0.02430114361406157,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P22,M0,original V1 seeds0-9;20%,median_pearson,-0.028554564252531556,-0.02683092155047795,0.0017236427020536071,0.0017236427020536071,0.06036312397590849,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P22,M0,original V1 seeds0-9;20%,mean_mse,2.148756620557669,2.264402472601919,0.11564585204425004,0.11564585204425004,0.053819893299147284,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P22,M0,original V1 seeds0-9;20%,mean_mae,1.2911206089434801,1.3171894882351252,0.02606887929164503,0.02606887929164503,0.02019089394985114,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P22,M0,original V1 seeds0-9;20%,median_pearson,-0.028554564252531556,-0.03097376212283868,-0.002419197870307123,0.002419197870307123,-0.0847219326799093,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P22,M0,original V1 seeds0-9;20%,mean_mse,2.148756620557669,2.146538750651193,-0.0022178699064761,0.0022178699064761,-0.0010321643155195928,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P22,M0,original V1 seeds0-9;20%,mean_mae,1.2911206089434801,1.2653583425076147,-0.025762266435865433,0.025762266435865433,-0.019953415860154703,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P22,M3,original V1 seeds0-9;20%,median_pearson,0.30031381851550776,0.30031381851550776,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P22,M3,original V1 seeds0-9;20%,mean_mse,0.09003288800637717,0.09003288800637717,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P22,M3,original V1 seeds0-9;20%,mean_mae,0.2066755839158135,0.2066755839158135,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P22,M3,original V1 seeds0-9;20%,median_pearson,0.30031381851550776,0.300856094472595,0.0005422759570872238,0.0005422759570872238,0.001805697652434936,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P22,M3,original V1 seeds0-9;20%,mean_mse,0.09003288800637717,0.09047940391919229,0.0004465159128151236,0.0004465159128151236,0.004959475617215525,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P22,M3,original V1 seeds0-9;20%,mean_mae,0.2066755839158135,0.20776540920280837,0.001089825286994861,0.001089825286994861,0.005273120638375874,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P22,M3,original V1 seeds0-9;20%,median_pearson,0.30031381851550776,0.3039515776089853,0.0036377590934775217,0.0036377590934775217,0.012113192497965835,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P22,M3,original V1 seeds0-9;20%,mean_mse,0.09003288800637717,0.09014574974905668,0.000112861742679507,0.000112861742679507,0.0012535612838667667,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P22,M3,original V1 seeds0-9;20%,mean_mae,0.2066755839158135,0.20708634664420428,0.0004107627283907733,0.0004107627283907733,0.001987475833420613,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P22,M3,original V1 seeds0-9;20%,median_pearson,0.30031381851550776,0.29371734890289874,-0.006596469612609013,0.006596469612609013,-0.02196525502960957,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P22,M3,original V1 seeds0-9;20%,mean_mse,0.09003288800637717,0.09054065676844977,0.0005077687620726051,0.0005077687620726051,0.005639814220295134,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P22,M3,original V1 seeds0-9;20%,mean_mae,0.2066755839158135,0.2079200866507851,0.001244502734971592,0.001244502734971592,0.006021527610530537,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P23,M0,original V1 seeds0-9;20%,median_pearson,0.2668680180659168,0.2668680180659168,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P23,M0,original V1 seeds0-9;20%,mean_mse,2.165514491811991,2.165514491811991,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P23,M0,original V1 seeds0-9;20%,mean_mae,1.3096639711081772,1.3096639711081772,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P23,M0,original V1 seeds0-9;20%,median_pearson,0.2668680180659168,0.2456454738771428,-0.021222544188774006,0.021222544188774006,-0.07952449432712468,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P23,M0,original V1 seeds0-9;20%,mean_mse,2.165514491811991,2.3504963727019934,0.18498188089000234,0.18498188089000234,0.08542167766109891,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P23,M0,original V1 seeds0-9;20%,mean_mae,1.3096639711081772,1.3741146253334624,0.06445065422528518,0.06445065422528518,0.04921159598728978,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P23,M0,original V1 seeds0-9;20%,median_pearson,0.2668680180659168,0.28066941443383725,0.013801396367920438,0.013801396367920438,0.05171618715477353,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P23,M0,original V1 seeds0-9;20%,mean_mse,2.165514491811991,2.2284663353204026,0.06295184350841154,0.06295184350841154,0.02907015572809059,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P23,M0,original V1 seeds0-9;20%,mean_mae,1.3096639711081772,1.325536423245333,0.015872452137155824,0.015872452137155824,0.012119484453500914,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P23,M0,original V1 seeds0-9;20%,median_pearson,0.2668680180659168,0.2559665456414536,-0.01090147242446321,0.01090147242446321,-0.04084967731791125,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P23,M0,original V1 seeds0-9;20%,mean_mse,2.165514491811991,2.0734586375406363,-0.09205585427135476,0.09205585427135476,-0.0425099229857045,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P23,M0,original V1 seeds0-9;20%,mean_mae,1.3096639711081772,1.258149480737949,-0.05151449037022826,0.05151449037022826,-0.03933412807152286,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P23,M3,original V1 seeds0-9;20%,median_pearson,0.5248520451370206,0.5248520451370206,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P23,M3,original V1 seeds0-9;20%,mean_mse,0.061185168109190224,0.061185168109190224,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P23,M3,original V1 seeds0-9;20%,mean_mae,0.14761415636462838,0.1476141563646284,2.7755575615628914e-17,2.7755575615628914e-17,1.8802787143984087e-16,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P23,M3,original V1 seeds0-9;20%,median_pearson,0.5248520451370206,0.5217544246643937,-0.0030976204726268497,0.0030976204726268497,-0.005901892735919833,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P23,M3,original V1 seeds0-9;20%,mean_mse,0.061185168109190224,0.06203553327291389,0.0008503651637236653,0.0008503651637236653,0.013898223867034494,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P23,M3,original V1 seeds0-9;20%,mean_mae,0.14761415636462838,0.1503398037946172,0.00272564742998882,0.00272564742998882,0.018464675049566896,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P23,M3,original V1 seeds0-9;20%,median_pearson,0.5248520451370206,0.5265224937002791,0.0016704485632585975,0.0016704485632585975,0.003182703732863424,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P23,M3,original V1 seeds0-9;20%,mean_mse,0.061185168109190224,0.06073196691436472,-0.00045320119482550325,0.00045320119482550325,-0.007407043386997426,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P23,M3,original V1 seeds0-9;20%,mean_mae,0.14761415636462838,0.14796681536006978,0.00035265899544140167,0.00035265899544140167,0.00238905945152227,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P23,M3,original V1 seeds0-9;20%,median_pearson,0.5248520451370206,0.5245290328844031,-0.0003230122526174384,0.0003230122526174384,-0.0006154348746666522,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P23,M3,original V1 seeds0-9;20%,mean_mse,0.061185168109190224,0.06173793302064281,0.0005527649114525843,0.0005527649114525843,0.009034295868340633,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P23,M3,original V1 seeds0-9;20%,mean_mae,0.14761415636462838,0.14803537817694645,0.0004212218123180733,0.0004212218123180733,0.002853532633263129,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P24,M0,original V1 seeds0-9;20%,median_pearson,0.1057942807573872,0.1057942807573872,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P24,M0,original V1 seeds0-9;20%,mean_mse,1.6259585312565221,1.6259585312565221,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P24,M0,original V1 seeds0-9;20%,mean_mae,1.0977417708883046,1.0977417708883046,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P24,M0,original V1 seeds0-9;20%,median_pearson,0.1057942807573872,0.12003353892236468,0.01423925816497748,0.01423925816497748,0.13459383685996854,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P24,M0,original V1 seeds0-9;20%,mean_mse,1.6259585312565221,1.7243466859413696,0.09838815468484752,0.09838815468484752,0.06051086346514279,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P24,M0,original V1 seeds0-9;20%,mean_mae,1.0977417708883046,1.1342266262172527,0.036484855328948074,0.036484855328948074,0.033236282244615806,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P24,M0,original V1 seeds0-9;20%,median_pearson,0.1057942807573872,0.08200320295337515,-0.023791077804012045,0.023791077804012045,-0.2248805666401849,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P24,M0,original V1 seeds0-9;20%,mean_mse,1.6259585312565221,1.7761309677655905,0.15017243650906842,0.15017243650906842,0.09235932751188733,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P24,M0,original V1 seeds0-9;20%,mean_mae,1.0977417708883046,1.157415035793833,0.05967326490552849,0.05967326490552849,0.054360020259810495,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P24,M0,original V1 seeds0-9;20%,median_pearson,0.1057942807573872,0.060112016194611914,-0.045682264562775285,0.045682264562775285,-0.4318027802234051,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P24,M0,original V1 seeds0-9;20%,mean_mse,1.6259585312565221,1.5785733648735685,-0.04738516638295365,0.04738516638295365,-0.02914291199440058,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P24,M0,original V1 seeds0-9;20%,mean_mae,1.0977417708883046,1.0669162374807026,-0.030825533407601968,0.030825533407601968,-0.02808086038545988,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P24,M3,original V1 seeds0-9;20%,median_pearson,0.30243937652265684,0.3024393765226567,-1.6653345369377348e-16,1.6653345369377348e-16,-5.50634165459926e-16,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P24,M3,original V1 seeds0-9;20%,mean_mse,0.05203283465547609,0.05203283465547609,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P24,M3,original V1 seeds0-9;20%,mean_mae,0.13715110879441467,0.13715110879441467,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,BASS_P24,M3,original V1 seeds0-9;20%,median_pearson,0.30243937652265684,0.3122454864597385,0.009806109937081642,0.009806109937081642,0.03242339026693183,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P24,M3,original V1 seeds0-9;20%,mean_mse,0.05203283465547609,0.052650058027371036,0.0006172233718949455,0.0006172233718949455,0.01186219001870172,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P24,M3,original V1 seeds0-9;20%,mean_mae,0.13715110879441467,0.13904288267006631,0.0018917738756516478,0.0018917738756516478,0.013793354587365088,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,BASS_P24,M3,original V1 seeds0-9;20%,median_pearson,0.30243937652265684,0.2953759349648116,-0.007063441557845218,0.007063441557845218,-0.02335490053926913,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P24,M3,original V1 seeds0-9;20%,mean_mse,0.05203283465547609,0.05214839122152755,0.00011555656605145848,0.00011555656605145848,0.0022208393376334525,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P24,M3,original V1 seeds0-9;20%,mean_mae,0.13715110879441467,0.1382954355580132,0.0011443267635985466,0.0011443267635985466,0.008343547300910688,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,BASS_P24,M3,original V1 seeds0-9;20%,median_pearson,0.30243937652265684,0.29066838233669096,-0.011770994185965888,0.011770994185965888,-0.03892017739655696,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P24,M3,original V1 seeds0-9;20%,mean_mse,0.05203283465547609,0.05256269778837708,0.0005298631329009873,0.0005298631329009873,0.01018324556809866,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,BASS_P24,M3,original V1 seeds0-9;20%,mean_mae,0.13715110879441467,0.13832536006857465,0.0011742512741599875,0.0011742512741599875,0.008561733729183002,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,1160920F,M0,original V1 seeds0-9;20%,median_pearson,-0.045198624465956565,-0.045198624465956565,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,1160920F,M0,original V1 seeds0-9;20%,mean_mse,0.8459687752774203,0.8459687752774203,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,1160920F,M0,original V1 seeds0-9;20%,mean_mae,0.7358046682405057,0.7358046682405057,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,1160920F,M0,original V1 seeds0-9;20%,median_pearson,-0.045198624465956565,-0.04644200198808082,-0.0012433775221242574,0.0012433775221242574,-0.02750918942369064,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,1160920F,M0,original V1 seeds0-9;20%,mean_mse,0.8459687752774203,1.0418986849819132,0.19592990970449287,0.19592990970449287,0.23160418614769931,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,1160920F,M0,original V1 seeds0-9;20%,mean_mae,0.7358046682405057,0.8391981819608458,0.10339351372034011,0.10339351372034011,0.1405176104244895,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,1160920F,M0,original V1 seeds0-9;20%,median_pearson,-0.045198624465956565,-0.03168318091344092,0.013515443552515646,0.013515443552515646,0.2990233378162963,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,1160920F,M0,original V1 seeds0-9;20%,mean_mse,0.8459687752774203,1.0110730050726915,0.16510422979527117,0.16510422979527117,0.1951658673703745,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,1160920F,M0,original V1 seeds0-9;20%,mean_mae,0.7358046682405057,0.8135719986911752,0.07776733045066953,0.07776733045066953,0.10569018356003476,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,1160920F,M0,original V1 seeds0-9;20%,median_pearson,-0.045198624465956565,-0.04594409948335999,-0.0007454750174034283,0.0007454750174034283,-0.016493312046806145,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,1160920F,M0,original V1 seeds0-9;20%,mean_mse,0.8459687752774203,0.852747350903492,0.006778575626071648,0.006778575626071648,0.008012796481582592,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,1160920F,M0,original V1 seeds0-9;20%,mean_mae,0.7358046682405057,0.7360207925626266,0.00021612432212092525,0.00021612432212092525,0.00029372513039055995,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,1160920F,M3,original V1 seeds0-9;20%,median_pearson,0.3348531441418063,0.3348531441418062,-5.551115123125783e-17,5.551115123125783e-17,-1.657776019201705e-16,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,1160920F,M3,original V1 seeds0-9;20%,mean_mse,0.09494654321737186,0.09494654321737186,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,1160920F,M3,original V1 seeds0-9;20%,mean_mae,0.2129308137732926,0.2129308137732926,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,1160920F,M3,original V1 seeds0-9;20%,median_pearson,0.3348531441418063,0.3358258610008831,0.0009727168590767943,0.0009727168590767943,0.0029049058552810254,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,1160920F,M3,original V1 seeds0-9;20%,mean_mse,0.09494654321737186,0.09494532088900552,-1.2223283663431728e-06,1.2223283663431728e-06,-1.2873858541060922e-05,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,1160920F,M3,original V1 seeds0-9;20%,mean_mae,0.2129308137732926,0.21254410462218196,-0.00038670915111063686,0.00038670915111063686,-0.001816125831005211,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,1160920F,M3,original V1 seeds0-9;20%,median_pearson,0.3348531441418063,0.3372319719409152,0.002378827799108918,0.002378827799108918,0.007104092766414381,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,1160920F,M3,original V1 seeds0-9;20%,mean_mse,0.09494654321737186,0.09292135585961485,-0.002025187357757016,0.002025187357757016,-0.021329763982249735,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,1160920F,M3,original V1 seeds0-9;20%,mean_mae,0.2129308137732926,0.2137686370465794,0.0008378232732867974,0.0008378232732867974,0.003934720665553027,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,1160920F,M3,original V1 seeds0-9;20%,median_pearson,0.3348531441418063,0.33157286165102645,-0.003280282490779829,0.003280282490779829,-0.009796182440475067,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,1160920F,M3,original V1 seeds0-9;20%,mean_mse,0.09494654321737186,0.09928113989306146,0.004334596675689598,0.004334596675689598,0.045653022519902754,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,1160920F,M3,original V1 seeds0-9;20%,mean_mae,0.2129308137732926,0.21735102368862438,0.004420209915331791,0.004420209915331791,0.020758902091258562,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,CID4290,M0,original V1 seeds0-9;20%,median_pearson,0.16135663859838875,0.16135663859838875,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,CID4290,M0,original V1 seeds0-9;20%,mean_mse,2.915477963815074,2.915477963815074,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,CID4290,M0,original V1 seeds0-9;20%,mean_mae,1.5577859263334741,1.5577859263334741,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,CID4290,M0,original V1 seeds0-9;20%,median_pearson,0.16135663859838875,0.15107602813487636,-0.01028061046351239,0.01028061046351239,-0.06371358843871608,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,CID4290,M0,original V1 seeds0-9;20%,mean_mse,2.915477963815074,2.9172068471358195,0.001728883320745389,0.001728883320745389,0.0005930016766386544,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,CID4290,M0,original V1 seeds0-9;20%,mean_mae,1.5577859263334741,1.5535773922830542,-0.0042085340504198765,0.0042085340504198765,-0.0027016125767199664,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,CID4290,M0,original V1 seeds0-9;20%,median_pearson,0.16135663859838875,0.15836786468324277,-0.002988773915145987,0.002988773915145987,-0.018522782459449622,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,CID4290,M0,original V1 seeds0-9;20%,mean_mse,2.915477963815074,3.2493850967098568,0.3339071328947827,0.3339071328947827,0.11452912251061764,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,CID4290,M0,original V1 seeds0-9;20%,mean_mae,1.5577859263334741,1.6526423825578327,0.09485645622435857,0.09485645622435857,0.060891843109418815,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,CID4290,M0,original V1 seeds0-9;20%,median_pearson,0.16135663859838875,0.15095138093075416,-0.010405257667634588,0.010405257667634588,-0.06448608348574318,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,CID4290,M0,original V1 seeds0-9;20%,mean_mse,2.915477963815074,2.695991255032871,-0.219486708782203,0.219486708782203,-0.0752832679602873,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,CID4290,M0,original V1 seeds0-9;20%,mean_mae,1.5577859263334741,1.477026371101352,-0.08075955523212208,0.08075955523212208,-0.05184252461582063,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,CID4290,M3,original V1 seeds0-9;20%,median_pearson,0.33288343367697987,0.33288343367697987,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,CID4290,M3,original V1 seeds0-9;20%,mean_mse,0.10019135712244875,0.10019135712244875,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,CID4290,M3,original V1 seeds0-9;20%,mean_mae,0.23212835452638764,0.23212835452638764,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,CID4290,M3,original V1 seeds0-9;20%,median_pearson,0.33288343367697987,0.3330426192958219,0.0001591856188420393,0.0001591856188420393,0.00047820228565807293,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,CID4290,M3,original V1 seeds0-9;20%,mean_mse,0.10019135712244875,0.10014194000456426,-4.941711788448988e-05,4.941711788448988e-05,-0.0004932273531747334,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,CID4290,M3,original V1 seeds0-9;20%,mean_mae,0.23212835452638764,0.23120136420508156,-0.0009269903213060815,0.0009269903213060815,-0.003993438557721323,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,CID4290,M3,original V1 seeds0-9;20%,median_pearson,0.33288343367697987,0.3323526087136921,-0.0005308249632877682,0.0005308249632877682,-0.001594627156492458,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,CID4290,M3,original V1 seeds0-9;20%,mean_mse,0.10019135712244875,0.10050348954068285,0.0003121324182340929,0.0003121324182340929,0.0031153627138977725,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,CID4290,M3,original V1 seeds0-9;20%,mean_mae,0.23212835452638764,0.2347378719666478,0.0026095174402601673,0.0026095174402601673,0.011241700504810692,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,CID4290,M3,original V1 seeds0-9;20%,median_pearson,0.33288343367697987,0.3331492115813602,0.00026577790438031546,0.00026577790438031546,0.0007984113280873521,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,CID4290,M3,original V1 seeds0-9;20%,mean_mse,0.10019135712244875,0.10061009963539291,0.0004187425129441591,0.0004187425129441591,0.004179427497248025,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,CID4290,M3,original V1 seeds0-9;20%,mean_mae,0.23212835452638764,0.2319346343004368,-0.0001937202259508497,0.0001937202259508497,-0.0008345392631852228,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,CID44971,M0,original V1 seeds0-9;20%,median_pearson,0.05903690745659631,0.05903690745659631,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,CID44971,M0,original V1 seeds0-9;20%,mean_mse,2.9490602619097084,2.9490602619097084,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,CID44971,M0,original V1 seeds0-9;20%,mean_mae,1.5710079868935678,1.5710079868935678,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,CID44971,M0,original V1 seeds0-9;20%,median_pearson,0.05903690745659631,0.05078475077190121,-0.008252156684695096,0.008252156684695096,-0.1397796232934804,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,CID44971,M0,original V1 seeds0-9;20%,mean_mse,2.9490602619097084,2.989326900795617,0.040266638885908534,0.040266638885908534,0.013654057669148227,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,CID44971,M0,original V1 seeds0-9;20%,mean_mae,1.5710079868935678,1.5806401685459768,0.009632181652408978,0.009632181652408978,0.006131211128630332,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,CID44971,M0,original V1 seeds0-9;20%,median_pearson,0.05903690745659631,0.060581462610985536,0.0015445551543892266,0.0015445551543892266,0.026162534945191315,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,CID44971,M0,original V1 seeds0-9;20%,mean_mse,2.9490602619097084,3.2012974248056922,0.25223716289598386,0.25223716289598386,0.0855313694853573,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,CID44971,M0,original V1 seeds0-9;20%,mean_mae,1.5710079868935678,1.641688336508554,0.07068034961498615,0.07068034961498615,0.04499044575498685,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,CID44971,M0,original V1 seeds0-9;20%,median_pearson,0.05903690745659631,0.05128591021177768,-0.007750997244818626,0.007750997244818626,-0.13129070574228718,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,CID44971,M0,original V1 seeds0-9;20%,mean_mse,2.9490602619097084,2.7735007941944128,-0.17555946771529563,0.17555946771529563,-0.059530647773745206,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,CID44971,M0,original V1 seeds0-9;20%,mean_mae,1.5710079868935678,1.5071543506925438,-0.06385363620102402,0.06385363620102402,-0.04064501054974583,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,CID44971,M3,original V1 seeds0-9;20%,median_pearson,0.49573029145897596,0.49573029145897596,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,CID44971,M3,original V1 seeds0-9;20%,mean_mse,0.1180255882149274,0.1180255882149274,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,CID44971,M3,original V1 seeds0-9;20%,mean_mae,0.255270475887193,0.255270475887193,0.0,0.0,0.0,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary,CID44971,M3,original V1 seeds0-9;20%,median_pearson,0.49573029145897596,0.49488442148351003,-0.0008458699754659293,0.0008458699754659293,-0.001706310850959829,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,CID44971,M3,original V1 seeds0-9;20%,mean_mse,0.1180255882149274,0.11840770282753796,0.00038211461261056234,0.00038211461261056234,0.0032375573669221843,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,CID44971,M3,original V1 seeds0-9;20%,mean_mae,0.255270475887193,0.25568991301029415,0.0004194371231011629,0.0004194371231011629,0.0016431086346488306,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary,CID44971,M3,original V1 seeds0-9;20%,median_pearson,0.49573029145897596,0.4973392023335063,0.001608910874530356,0.001608910874530356,0.0032455367409467673,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,CID44971,M3,original V1 seeds0-9;20%,mean_mse,0.1180255882149274,0.11773467094491993,-0.0002909172700074625,0.0002909172700074625,-0.002464866088849269,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,CID44971,M3,original V1 seeds0-9;20%,mean_mae,0.255270475887193,0.2558036370600586,0.0005331611728656149,0.0005331611728656149,0.0020886127587321345,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary,CID44971,M3,original V1 seeds0-9;20%,median_pearson,0.49573029145897596,0.49303847701809894,-0.002691814440877016,0.002691814440877016,-0.0054299978985645194,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,CID44971,M3,original V1 seeds0-9;20%,mean_mse,0.1180255882149274,0.11860651661011257,0.0005809283951851707,0.0005809283951851707,0.004922054649092587,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary,CID44971,M3,original V1 seeds0-9;20%,mean_mae,0.255270475887193,0.2551784990636383,-9.197682355466252e-05,9.197682355466252e-05,-0.00036031124725645184,equal mean over ten masks within patient,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_00faf9afce1bbb5108,median_pearson,-0.04991790885035899,-0.04991790885035899,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_00faf9afce1bbb5108,mean_mse,0.8415376110449162,0.8415376110449162,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_00faf9afce1bbb5108,mean_mae,0.7333157116557737,0.7333157116557737,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_00faf9afce1bbb5108,median_pearson,0.3324204580921302,0.33242045809213017,-5.551115123125783e-17,5.551115123125783e-17,-1.6699077893657474e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_00faf9afce1bbb5108,mean_mse,0.09560051981952089,0.09560051981952089,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_00faf9afce1bbb5108,mean_mae,0.2133171793850164,0.21331717938501638,-2.7755575615628914e-17,2.7755575615628914e-17,-1.301141131513503e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_00faf9afce1bbb5108,median_pearson,-0.04991790885035899,-0.04415496772786538,0.005762941122493606,0.005762941122493606,0.11544836823532445,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_00faf9afce1bbb5108,mean_mse,0.8415376110449162,1.0377911321847584,0.19625352113984218,0.19625352113984218,0.23320825898222075,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_00faf9afce1bbb5108,mean_mae,0.7333157116557737,0.8371321207771415,0.1038164091213678,0.1038164091213678,0.14157123251451667,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_00faf9afce1bbb5108,median_pearson,0.3324204580921302,0.33763380385274766,0.005213345760617438,0.005213345760617438,0.01568298711378516,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_00faf9afce1bbb5108,mean_mse,0.09560051981952089,0.0956269837119538,2.6463892432909697e-05,2.6463892432909697e-05,0.00027681745332420224,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_00faf9afce1bbb5108,mean_mae,0.2133171793850164,0.21285011948979832,-0.000467059895218086,0.000467059895218086,-0.0021895090520350877,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_00faf9afce1bbb5108,median_pearson,-0.04991790885035899,-0.028083101626799622,0.021834807223559367,0.021834807223559367,0.43741430132849685,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_00faf9afce1bbb5108,mean_mse,0.8415376110449162,1.0061326375949948,0.16459502655007863,0.16459502655007863,0.19558843762871764,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_00faf9afce1bbb5108,mean_mae,0.7333157116557737,0.8109876279258595,0.07767191627008585,0.07767191627008585,0.10591879464127163,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_00faf9afce1bbb5108,median_pearson,0.3324204580921302,0.3341067125578536,0.0016862544657234024,0.0016862544657234024,0.005072655502015034,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_00faf9afce1bbb5108,mean_mse,0.09560051981952089,0.093444902670847,-0.002155617148673891,0.002155617148673891,-0.02254817392984228,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_00faf9afce1bbb5108,mean_mae,0.2133171793850164,0.214025928219621,0.0007087488346045889,0.0007087488346045889,0.0033225117482233693,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_00faf9afce1bbb5108,median_pearson,-0.04991790885035899,-0.044932084592566104,0.004985824257792884,0.004985824257792884,0.09988047121002402,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_00faf9afce1bbb5108,mean_mse,0.8415376110449162,0.8501221870089745,0.00858457596405826,0.00858457596405826,0.010201060358311267,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_00faf9afce1bbb5108,mean_mae,0.7333157116557737,0.7341442974140716,0.0008285857582979173,0.0008285857582979173,0.0011299168218106641,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_00faf9afce1bbb5108,median_pearson,0.3324204580921302,0.3230563295667347,-0.009364128525395532,0.009364128525395532,-0.028169531379444362,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_00faf9afce1bbb5108,mean_mse,0.09560051981952089,0.10004831395854134,0.004447794139020453,0.004447794139020453,0.04652479031931213,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_00faf9afce1bbb5108,mean_mae,0.2133171793850164,0.21788538892686268,0.00456820954184628,0.00456820954184628,0.021415103814030438,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_03108a91cc1d2c3b8a,median_pearson,-0.04389695229483101,-0.04389695229483101,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_03108a91cc1d2c3b8a,mean_mse,0.8467862128417082,0.8467862128417082,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_03108a91cc1d2c3b8a,mean_mae,0.73621928311242,0.73621928311242,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_03108a91cc1d2c3b8a,median_pearson,0.34133540144040875,0.34133540144040875,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_03108a91cc1d2c3b8a,mean_mse,0.09393102764875466,0.09393102764875466,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_03108a91cc1d2c3b8a,mean_mae,0.21198532918141624,0.21198532918141624,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_03108a91cc1d2c3b8a,median_pearson,-0.04389695229483101,-0.04805953587392074,-0.004162583579089732,0.004162583579089732,-0.0948262547051561,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_03108a91cc1d2c3b8a,mean_mse,0.8467862128417082,1.04314643991497,0.19636022707326173,0.19636022707326173,0.23188878620767983,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_03108a91cc1d2c3b8a,mean_mae,0.73621928311242,0.8398989498433231,0.10367966673090312,0.10367966673090312,0.14082715450292183,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_03108a91cc1d2c3b8a,median_pearson,0.34133540144040875,0.33862074629726163,-0.0027146551431471155,0.0027146551431471155,-0.007953043052937031,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_03108a91cc1d2c3b8a,mean_mse,0.09393102764875466,0.09399237072596778,6.134307721311627e-05,6.134307721311627e-05,0.0006530651132925145,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_03108a91cc1d2c3b8a,mean_mae,0.21198532918141624,0.21176755728889365,-0.0002177718925225891,0.0002177718925225891,-0.0010272969991061067,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_03108a91cc1d2c3b8a,median_pearson,-0.04389695229483101,-0.029193334969210394,0.014703617325620616,0.014703617325620616,0.3349575894669118,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_03108a91cc1d2c3b8a,mean_mse,0.8467862128417082,1.0118371835201354,0.16505097067842722,0.16505097067842722,0.1949145701422522,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_03108a91cc1d2c3b8a,mean_mae,0.73621928311242,0.8139229867855442,0.07770370367312418,0.07770370367312418,0.10554423859237451,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_03108a91cc1d2c3b8a,median_pearson,0.34133540144040875,0.34344962269349305,0.002114221253084303,0.002114221253084303,0.006193970048704161,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_03108a91cc1d2c3b8a,mean_mse,0.09393102764875466,0.0919793821812504,-0.0019516454675042594,0.0019516454675042594,-0.02077743123179952,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_03108a91cc1d2c3b8a,median_pearson,0.34133540144040875,0.3408821904787712,-0.00045321096163752905,0.00045321096163752905,-0.001327758444406921,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_03108a91cc1d2c3b8a,mean_mse,0.09393102764875466,0.09813118032430784,0.0042001526755531815,0.0042001526755531815,0.044715285041479765,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_03108a91cc1d2c3b8a,mean_mae,0.21198532918141624,0.21618238510823448,0.004197055926818238,0.004197055926818238,0.019798803733377293,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_3b3728b5f2ca43963f,median_pearson,-0.04638198639663697,-0.04638198639663697,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_3b3728b5f2ca43963f,mean_mse,0.8476874778892348,0.8476874778892348,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_3b3728b5f2ca43963f,mean_mae,0.736854203562047,0.736854203562047,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_3b3728b5f2ca43963f,median_pearson,0.328957936144525,0.32895793614452506,5.551115123125783e-17,5.551115123125783e-17,1.687484785497604e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_3b3728b5f2ca43963f,mean_mse,0.0953326992956965,0.0953326992956965,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_3b3728b5f2ca43963f,mean_mse,0.8476874778892348,1.0123730183998498,0.164685540510615,0.164685540510615,0.194276245439754,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_3b3728b5f2ca43963f,mean_mae,0.736854203562047,0.814470548047063,0.07761634448501598,0.07761634448501598,0.10533473801168357,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_3b3728b5f2ca43963f,median_pearson,0.328957936144525,0.3317215635366707,0.0027636273921456955,0.0027636273921456955,0.008401157377554551,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_3b3728b5f2ca43963f,mean_mse,0.0953326992956965,0.09314915867393432,-0.002183540621762181,0.002183540621762181,-0.022904424587721187,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_3b3728b5f2ca43963f,mean_mae,0.21315161406962413,0.2138905402127085,0.0007389261430843785,0.0007389261430843785,0.003466669235931822,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_3b3728b5f2ca43963f,median_pearson,-0.04638198639663697,-0.04914945641185496,-0.0027674700152179876,0.0027674700152179876,-0.0596669144687311,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_3b3728b5f2ca43963f,mean_mse,0.8476874778892348,0.8545072564511349,0.006819778561900081,0.006819778561900081,0.008045156664200723,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_4c5ffdf68487bd6631,median_pearson,-0.04301698685514016,-0.04301698685514016,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_4c5ffdf68487bd6631,mean_mse,0.8450785706930649,0.8450785706930649,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_4c5ffdf68487bd6631,mean_mae,0.735230235405588,0.735230235405588,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_4c5ffdf68487bd6631,median_pearson,0.33141151193614565,0.3314115119361455,-1.6653345369377348e-16,1.6653345369377348e-16,-5.024974923799875e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_4c5ffdf68487bd6631,median_pearson,-0.04301698685514016,-0.0312899775457955,0.011727009309344658,0.011727009309344658,0.2726134526538411,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_4c5ffdf68487bd6631,mean_mse,0.8450785706930649,1.0104469992998166,0.16536842860675172,0.16536842860675172,0.19568408706793966,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_4c5ffdf68487bd6631,mean_mae,0.735230235405588,0.813127448969142,0.07789721356355406,0.07789721356355406,0.10594941531557424,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_4c5ffdf68487bd6631,median_pearson,0.33141151193614565,0.3344212708010562,0.003009758864910561,0.003009758864910561,0.009081636444452972,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_4c5ffdf68487bd6631,mean_mse,0.09403815143438914,0.09216329667948173,-0.0018748547549074096,0.0018748547549074096,-0.019937171523575777,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_4c5ffdf68487bd6631,mean_mae,0.21219442238005293,0.21323864093334163,0.001044218553288706,0.001044218553288706,0.004921046187625271,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_4c5ffdf68487bd6631,median_pearson,-0.04301698685514016,-0.04548286338595317,-0.0024658765308130104,0.0024658765308130104,-0.05732332064811646,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_4c5ffdf68487bd6631,mean_mae,0.21219442238005293,0.21646777118395386,0.004273348803900928,0.004273348803900928,0.02013883661959363,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_a9b8863c926f0117b9,median_pearson,-0.0437375926222972,-0.0437375926222972,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_a9b8863c926f0117b9,mean_mse,0.8473543644311499,0.8473543644311499,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_a9b8863c926f0117b9,mean_mae,0.7366208191961344,0.7366208191961344,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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+tier_b_primary_mask,1160920F,M0,C9mask_a9b8863c926f0117b9,mean_mse,0.8473543644311499,1.0439021541690157,0.1965477897378658,0.1965477897378658,0.2319546555587912,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_a9b8863c926f0117b9,mean_mae,0.7366208191961344,0.8402070541745261,0.1035862349783917,0.1035862349783917,0.1406235505146788,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_a9b8863c926f0117b9,median_pearson,0.34083226793863847,0.340494025113134,-0.0003382428255044867,0.0003382428255044867,-0.0009924025901367475,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_a9b8863c926f0117b9,mean_mse,0.09461832809607008,0.0947029084511499,8.458035507981354e-05,8.458035507981354e-05,0.000893910902694618,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_a9b8863c926f0117b9,mean_mae,0.21238004562131574,0.21213211256556166,-0.00024793305575407376,0.00024793305575407376,-0.0011674027803730243,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_a9b8863c926f0117b9,median_pearson,-0.0437375926222972,-0.031062622434147653,0.012674970188149545,0.012674970188149545,0.2897957895764,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_a9b8863c926f0117b9,mean_mse,0.8473543644311499,1.0122115949440211,0.16485723051287127,0.16485723051287127,0.19455523855541126,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_a9b8863c926f0117b9,mean_mae,0.7366208191961344,0.8140870996370118,0.07746628044087733,0.07746628044087733,0.1051643918039343,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_a9b8863c926f0117b9,median_pearson,0.34083226793863847,0.3426950191760446,0.0018627512374061461,0.0018627512374061461,0.005465301887852665,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_a9b8863c926f0117b9,mean_mse,0.09461832809607008,0.0925580458578215,-0.002060282238248584,0.002060282238248584,-0.021774663320585103,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_a9b8863c926f0117b9,mean_mae,0.21238004562131574,0.21319293071604256,0.0008128850947268229,0.0008128850947268229,0.003827502213537696,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_a9b8863c926f0117b9,median_pearson,-0.0437375926222972,-0.04622759153840617,-0.0024899989161089736,0.0024899989161089736,-0.05693040624370316,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_a9b8863c926f0117b9,mean_mse,0.8473543644311499,0.8541618171414085,0.006807452710258621,0.006807452710258621,0.008033773113127982,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_a9b8863c926f0117b9,mean_mae,0.7366208191961344,0.7368468429611186,0.00022602376498415122,0.00022602376498415122,0.00030683868700698454,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_a9b8863c926f0117b9,median_pearson,0.34083226793863847,0.3409041852195541,7.191728091565652e-05,7.191728091565652e-05,0.00021100490675549565,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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+tier_b_primary_mask,1160920F,M0,C9mask_ae4559356ae15baf8a,mean_mae,0.7358258823120378,0.7358258823120378,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_ae4559356ae15baf8a,median_pearson,0.35085948875540407,0.3508594887554041,5.551115123125783e-17,5.551115123125783e-17,1.582147640588866e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_ae4559356ae15baf8a,mean_mse,0.09322823725617888,0.09322823725617888,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_ae4559356ae15baf8a,mean_mae,0.2114186204486842,0.2114186204486842,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_ae4559356ae15baf8a,median_pearson,-0.04112558473457771,-0.04481795757224409,-0.00369237283766638,0.00369237283766638,-0.0897828653743589,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_ae4559356ae15baf8a,mean_mse,0.8458328248589211,1.041508864574526,0.195676039715605,0.195676039715605,0.23134126976952255,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_ae4559356ae15baf8a,mean_mae,0.7358258823120378,0.839051691435972,0.1032258091239342,0.1032258091239342,0.14028564583728487,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_ae4559356ae15baf8a,median_pearson,0.35085948875540407,0.35482387336649834,0.003964384611094274,0.003964384611094274,0.011299066259137085,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_ae4559356ae15baf8a,mean_mse,0.09322823725617888,0.09318332184219154,-4.4915413987337005e-05,4.4915413987337005e-05,-0.0004817790758385293,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_ae4559356ae15baf8a,mean_mae,0.2114186204486842,0.210982653997295,-0.00043596645138921364,0.00043596645138921364,-0.0020621005399807345,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_ae4559356ae15baf8a,median_pearson,-0.04112558473457771,-0.031164430880082812,0.009961153854494899,0.009961153854494899,0.2422130632010133,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_ae4559356ae15baf8a,mean_mse,0.8458328248589211,1.0123406704736424,0.16650784561472132,0.16650784561472132,0.196856684584798,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_ae4559356ae15baf8a,mean_mae,0.7358258823120378,0.8140326994076839,0.07820681709564603,0.07820681709564603,0.10628440637330187,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_ae4559356ae15baf8a,median_pearson,0.35085948875540407,0.3536242506231856,0.0027647618677815178,0.0027647618677815178,0.007879968923140414,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_ae4559356ae15baf8a,mean_mse,0.09322823725617888,0.0914571710223459,-0.0017710662338329686,0.0017710662338329686,-0.018997100942349823,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_ae4559356ae15baf8a,mean_mae,0.2114186204486842,0.21249889516346343,0.001080274714779228,0.001080274714779228,0.005109647922621998,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_ae4559356ae15baf8a,median_pearson,-0.04112558473457771,-0.03916422326347754,0.0019613614711001676,0.0019613614711001676,0.047692002041033285,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_ae4559356ae15baf8a,mean_mse,0.8458328248589211,0.851912514561403,0.006079689702481961,0.006079689702481961,0.007187814806662309,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_ae4559356ae15baf8a,mean_mae,0.7358258823120378,0.7359011279067221,7.524559468430336e-05,7.524559468430336e-05,0.00010226005430506773,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_ae4559356ae15baf8a,median_pearson,0.35085948875540407,0.3413295047873144,-0.009529983968089684,0.009529983968089684,-0.027161824814529542,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_ae4559356ae15baf8a,mean_mse,0.09322823725617888,0.09735555750276034,0.004127320246581467,0.004127320246581467,0.044271138960185814,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_ae4559356ae15baf8a,mean_mae,0.2114186204486842,0.21568654551929678,0.004267925070612577,0.004267925070612577,0.020187082204750708,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_d45ecfd106407d69e6,median_pearson,-0.04463148500001622,-0.04463148500001622,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_d45ecfd106407d69e6,mean_mse,0.8449132162552145,0.8449132162552145,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_d45ecfd106407d69e6,mean_mae,0.7351928073246896,0.7351928073246896,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_d45ecfd106407d69e6,median_pearson,0.3189561459994436,0.3189561459994436,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_d45ecfd106407d69e6,mean_mse,0.09709406610349726,0.09709406610349726,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_d45ecfd106407d69e6,mean_mae,0.21443320366946972,0.21443320366946972,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_d45ecfd106407d69e6,median_pearson,-0.04463148500001622,-0.04720548175040114,-0.002573996750384916,0.002573996750384916,-0.057672218398827205,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_d45ecfd106407d69e6,mean_mse,0.8449132162552145,1.0405579895790507,0.19564477332383612,0.19564477332383612,0.2315560575451333,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_d45ecfd106407d69e6,mean_mae,0.7351928073246896,0.8382956545655965,0.1031028472409069,0.1031028472409069,0.1402391946897444,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_d45ecfd106407d69e6,mean_mse,0.8449132162552145,1.0085590321619373,0.16364581590672278,0.16364581590672278,0.19368357928169977,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_d45ecfd106407d69e6,mean_mae,0.7351928073246896,0.8122941027111834,0.0771012953864938,0.0771012953864938,0.10487221123266903,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_d45ecfd106407d69e6,median_pearson,0.3189561459994436,0.3220529484372151,0.0030968024377714953,0.0030968024377714953,0.009709179385986491,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_d45ecfd106407d69e6,mean_mse,0.09709406610349726,0.09491753550732271,-0.00217653059617455,0.00217653059617455,-0.022416721057438062,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_d45ecfd106407d69e6,mean_mae,0.21443320366946972,0.21504179360965836,0.0006085899401886419,0.0006085899401886419,0.0028381329466435185,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_d45ecfd106407d69e6,median_pearson,-0.04463148500001622,-0.04538922024601638,-0.0007577352460001602,0.0007577352460001602,-0.01697759431486281,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_d45ecfd106407d69e6,mean_mse,0.8449132162552145,0.8531955652293773,0.008282348974162801,0.008282348974162801,0.009802603172514506,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_d45ecfd106407d69e6,mean_mae,0.7351928073246896,0.7362726703208489,0.0010798629961592532,0.0010798629961592532,0.0014688160512461921,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_d45ecfd106407d69e6,median_pearson,0.3189561459994436,0.3132158399555063,-0.005740306043937327,0.005740306043937327,-0.017997163923429586,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_d45ecfd106407d69e6,mean_mse,0.09709406610349726,0.10165264941843365,0.0045585833149363875,0.0045585833149363875,0.04695017417518773,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_d45ecfd106407d69e6,mean_mae,0.21443320366946972,0.21912611382065225,0.004692910151182533,0.004692910151182533,0.021885184154671538,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_d4be207364d99f35ec,median_pearson,-0.04842303591954962,-0.04842303591954962,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_d4be207364d99f35ec,mean_mse,0.8486189756875493,0.8486189756875493,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_d4be207364d99f35ec,mean_mae,0.7374309857884924,0.7374309857884924,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_d4be207364d99f35ec,median_pearson,0.33289368640047934,0.3328936864004792,-1.1102230246251565e-16,1.1102230246251565e-16,-3.33506783090362e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_d4be207364d99f35ec,mean_mse,0.09544081706167162,0.09544081706167161,-1.3877787807814457e-17,1.3877787807814457e-17,-1.4540726111813308e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_d4be207364d99f35ec,mean_mae,0.21401106655561894,0.21401106655561894,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_d4be207364d99f35ec,median_pearson,-0.04842303591954962,-0.04575336930994606,0.002669666609603563,0.002669666609603563,0.055132160941725475,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_d4be207364d99f35ec,mean_mse,0.8486189756875493,1.0444474981053258,0.19582852241777648,0.19582852241777648,0.2307614230039066,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_d4be207364d99f35ec,mean_mae,0.7374309857884924,0.840645566100875,0.10321458031238262,0.10321458031238262,0.13996507103918507,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_d4be207364d99f35ec,median_pearson,0.33289368640047934,0.33663946701207115,0.003745780611591809,0.003745780611591809,0.011252182797740245,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_d4be207364d99f35ec,mean_mse,0.09544081706167162,0.09542733713274712,-1.347992892450356e-05,1.347992892450356e-05,-0.0001412386161341551,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_d4be207364d99f35ec,mean_mae,0.21401106655561894,0.2136499332958733,-0.0003611332597456274,0.0003611332597456274,-0.0016874513339793721,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_d4be207364d99f35ec,median_pearson,-0.04842303591954962,-0.031387841456700656,0.017035194462848964,0.017035194462848964,0.35179938926488125,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_d4be207364d99f35ec,mean_mse,0.8486189756875493,1.0137329243392454,0.16511394865169615,0.16511394865169615,0.19456782535167938,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_d4be207364d99f35ec,mean_mae,0.7374309857884924,0.8153614565865142,0.07793047079802173,0.07793047079802173,0.10567832420913963,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_d4be207364d99f35ec,median_pearson,0.33289368640047934,0.33413340658297086,0.0012397201824915216,0.0012397201824915216,0.003724072378471328,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_d4be207364d99f35ec,mean_mse,0.09544081706167162,0.09346031437797253,-0.0019805026836990924,0.0019805026836990924,-0.020751107803481376,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_d4be207364d99f35ec,mean_mae,0.21401106655561894,0.21479035510446484,0.0007792885488459023,0.0007792885488459023,0.0036413469704538594,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_d4be207364d99f35ec,median_pearson,-0.04842303591954962,-0.0468561498443519,0.0015668860751977196,0.0015668860751977196,0.03235827835745275,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_d4be207364d99f35ec,mean_mse,0.8486189756875493,0.8548629341150837,0.006243958427534446,0.006243958427534446,0.007357787895887673,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_d4be207364d99f35ec,mean_mae,0.7374309857884924,0.7372545646581636,-0.00017642113032878548,0.00017642113032878548,-0.00023923747947768772,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_d4be207364d99f35ec,median_pearson,0.33289368640047934,0.33138189819287167,-0.0015117882076076672,0.0015117882076076672,-0.004541354400422448,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_d4be207364d99f35ec,mean_mse,0.09544081706167162,0.09973870042157973,0.004297883359908106,0.004297883359908106,0.045031921270444634,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_d4be207364d99f35ec,mean_mae,0.21401106655561894,0.2184298681029423,0.004418801547323353,0.004418801547323353,0.0206475376177566,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_f0cdac36d17a870906,median_pearson,-0.04182728230202862,-0.04182728230202862,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_f0cdac36d17a870906,mean_mse,0.8446427512147001,0.8446427512147001,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_f0cdac36d17a870906,mean_mae,0.7349409624273632,0.7349409624273632,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_f0cdac36d17a870906,median_pearson,0.3404380190690721,0.340438019069072,-1.1102230246251565e-16,1.1102230246251565e-16,-3.261160512157431e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_f0cdac36d17a870906,mean_mse,0.09500131578796388,0.09500131578796388,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M3,C9mask_f0cdac36d17a870906,mean_mae,0.21304061801486338,0.21304061801486338,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,1160920F,M0,C9mask_f0cdac36d17a870906,median_pearson,-0.04182728230202862,-0.043766098592819803,-0.0019388162907911857,0.0019388162907911857,-0.04635291092524922,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_f0cdac36d17a870906,mean_mse,0.8446427512147001,1.0400803504935763,0.19543759927887616,0.19543759927887616,0.23138492457055113,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_f0cdac36d17a870906,mean_mae,0.7349409624273632,0.8383132573347863,0.10337229490742317,0.10337229490742317,0.1406538758786898,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_f0cdac36d17a870906,median_pearson,0.3404380190690721,0.34446228333950724,0.004024264270435118,0.004024264270435118,0.011820842693890273,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_f0cdac36d17a870906,mean_mse,0.09500131578796388,0.09498281891451725,-1.8496873446627315e-05,1.8496873446627315e-05,-0.00019470123432722774,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_f0cdac36d17a870906,mean_mae,0.21304061801486338,0.21264364114810064,-0.00039697686676273825,0.00039697686676273825,-0.0018633858203276619,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_f0cdac36d17a870906,median_pearson,-0.04182728230202862,-0.025919490521119616,0.015907791780909,0.015907791780909,0.38032095095352336,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_f0cdac36d17a870906,mean_mse,0.8446427512147001,1.010219721363687,0.16557697014898687,0.16557697014898687,0.1960319554164963,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_f0cdac36d17a870906,mean_mae,0.7349409624273632,0.8130835712559263,0.07814260882856316,0.07814260882856316,0.10632501496511194,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_f0cdac36d17a870906,median_pearson,0.3404380190690721,0.34292506103802833,0.002487041968956216,0.002487041968956216,0.0073054178136655636,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_f0cdac36d17a870906,mean_mse,0.09500131578796388,0.09296261169676905,-0.0020387040911948318,0.0020387040911948318,-0.021459745839153145,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M3,C9mask_f0cdac36d17a870906,mean_mae,0.21304061801486338,0.2139348016872545,0.0008941836723911356,0.0008941836723911356,0.004197245017045296,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_f0cdac36d17a870906,median_pearson,-0.04182728230202862,-0.0430212039604341,-0.0011939216584054835,0.0011939216584054835,-0.028544088754902885,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_f0cdac36d17a870906,mean_mse,0.8446427512147001,0.8510483470946091,0.006405595879908965,0.006405595879908965,0.007583793113357015,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M0,C9mask_f0cdac36d17a870906,mean_mae,0.7349409624273632,0.7352035485704107,0.00026258614304752737,0.00026258614304752737,0.00035728875715439483,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_f0cdac36d17a870906,median_pearson,0.3404380190690721,0.33894099026701413,-0.001497028802057987,0.001497028802057987,-0.004397360806385881,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_f9ba8aa9d5558d7c75,mean_mse,0.09518026966997577,0.09517765695554609,-2.61271442968114e-06,2.61271442968114e-06,-2.7450168388263246e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M3,C9mask_f9ba8aa9d5558d7c75,mean_mae,0.2133760384068642,0.21290134846574435,-0.0004746899411198491,0.0004746899411198491,-0.002224663765735087,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,1160920F,M0,C9mask_f9ba8aa9d5558d7c75,median_pearson,-0.049027429684129153,-0.04277499198306395,0.0062524377010652055,0.0062524377010652055,0.1275293798053053,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,1160920F,M0,C9mask_f9ba8aa9d5558d7c75,mean_mse,0.847235747857743,1.0128762686295842,0.16564052077184122,0.16564052077184122,0.19550700167062998,per-mask panel 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C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_f9ba8aa9d5558d7c75,median_pearson,0.33042652564181585,0.33016617453721653,-0.0002603511045993212,0.0002603511045993212,-0.0007879243474585428,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_f9ba8aa9d5558d7c75,mean_mse,0.09518026966997577,0.09954763701396406,0.004367367343988293,0.004367367343988293,0.0458852171687633,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,1160920F,M3,C9mask_f9ba8aa9d5558d7c75,mean_mae,0.2133760384068642,0.21793118474668152,0.004555146339817323,0.004555146339817323,0.021347975029565393,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_0d9255cc614b74faaa,median_pearson,0.16796495422118474,0.16796495422118474,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_0d9255cc614b74faaa,mean_mse,2.897404865927058,2.897404865927058,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_0d9255cc614b74faaa,mean_mae,1.5521634246637341,1.5521634246637341,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_0d9255cc614b74faaa,median_pearson,0.33561839610524735,0.33561839610524735,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_0d9255cc614b74faaa,mean_mse,0.10062402026908628,0.10062402026908628,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_0d9255cc614b74faaa,mean_mae,0.23201535089517716,0.23201535089517716,0.0,0.0,0.0,per-mask panel 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C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_0d9255cc614b74faaa,mean_mse,2.897404865927058,3.231628141305773,0.3342232753787151,0.3342232753787151,0.11535263135266964,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_0d9255cc614b74faaa,mean_mae,1.5521634246637341,1.6472217941958471,0.095058369532113,0.095058369532113,0.06124250064242221,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_0d9255cc614b74faaa,median_pearson,0.33561839610524735,0.3350842638281647,-0.0005341322770826551,0.0005341322770826551,-0.001591486888922368,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_0d9255cc614b74faaa,mean_mse,0.10062402026908628,0.10081926824801847,0.0001952479789321948,0.0001952479789321948,0.0019403714780036364,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_0d9255cc614b74faaa,mean_mae,0.23201535089517716,0.23456406392430196,0.002548713029124794,0.002548713029124794,0.0109851051634781,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_0d9255cc614b74faaa,median_pearson,0.16796495422118474,0.15917864765256182,-0.00878630656862292,0.00878630656862292,-0.05231035610590926,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_0d9255cc614b74faaa,mean_mse,2.897404865927058,2.6788731232007406,-0.21853174272631737,0.21853174272631737,-0.07542326766142005,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_0d9255cc614b74faaa,mean_mae,1.5521634246637341,1.4715271249624393,-0.08063629970129482,0.08063629970129482,-0.051950908274213545,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_0d9255cc614b74faaa,median_pearson,0.33561839610524735,0.33562213641173294,3.7403064855889845e-06,3.7403064855889845e-06,1.1144521662084498e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_0d9255cc614b74faaa,mean_mse,0.10062402026908628,0.10116624133428644,0.0005422210652001602,0.0005422210652001602,0.005388584790690792,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_0d9255cc614b74faaa,mean_mae,0.23201535089517716,0.23188543969875489,-0.00012991119642227766,0.00012991119642227766,-0.0005599250046216579,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_1ffcc63d6f61497d6d,median_pearson,0.16474320602552323,0.16474320602552323,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_1ffcc63d6f61497d6d,mean_mse,2.930369886269624,2.930369886269624,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_1ffcc63d6f61497d6d,mean_mae,1.5628726642386142,1.5628726642386142,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_1ffcc63d6f61497d6d,median_pearson,0.32503929460855313,0.3250392946085532,5.551115123125783e-17,5.551115123125783e-17,1.7078289349018633e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_1ffcc63d6f61497d6d,mean_mse,0.09987591996761289,0.09987591996761289,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_1ffcc63d6f61497d6d,mean_mse,2.930369886269624,3.264021374211911,0.3336514879422867,0.3336514879422867,0.1138598541793735,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_1ffcc63d6f61497d6d,mean_mae,1.5628726642386142,1.6576070904975948,0.09473442625898065,0.09473442625898065,0.06061557568103765,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_1ffcc63d6f61497d6d,median_pearson,0.32503929460855313,0.3251724407628022,0.00013314615424908638,0.00013314615424908638,0.00040963094757338534,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_1ffcc63d6f61497d6d,mean_mse,0.09987591996761289,0.100345295713387,0.0004693757457741171,0.0004693757457741171,0.004699588708933277,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_1ffcc63d6f61497d6d,mean_mae,0.23197323314647889,0.23475354252332115,0.0027803093768422604,0.0027803093768422604,0.011985474958167442,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_1ffcc63d6f61497d6d,median_pearson,0.16474320602552323,0.15399437215422368,-0.010748833871299546,0.010748833871299546,-0.06524599181124506,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_1ffcc63d6f61497d6d,mean_mse,2.930369886269624,2.7116813145689935,-0.2186885717006306,0.2186885717006306,-0.07462831662490986,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_1ffcc63d6f61497d6d,mean_mae,1.5628726642386142,1.4824461117659735,-0.08042655247264063,0.08042655247264063,-0.051460719937680977,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_1ffcc63d6f61497d6d,median_pearson,0.32503929460855313,0.32500002912983345,-3.9265478719685554e-05,3.9265478719685554e-05,-0.00012080225182303949,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_1ffcc63d6f61497d6d,mean_mse,0.09987591996761289,0.10010123496978568,0.00022531500217279343,0.00022531500217279343,0.002255949204231181,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_1ffcc63d6f61497d6d,mean_mae,0.23197323314647889,0.23157008185561587,-0.0004031512908630186,0.0004031512908630186,-0.0017379215929126176,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_217a503f30a0445b73,median_pearson,0.1658469459584051,0.1658469459584051,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_217a503f30a0445b73,mean_mse,2.917521924037179,2.917521924037179,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_217a503f30a0445b73,mean_mae,1.5589296411427669,1.5589296411427669,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_217a503f30a0445b73,median_pearson,0.3339690859323369,0.33396908593233693,5.551115123125783e-17,5.551115123125783e-17,1.6621643610003039e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_217a503f30a0445b73,mean_mse,0.0997736585755495,0.0997736585755495,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_217a503f30a0445b73,mean_mae,0.2309379241344287,0.2309379241344287,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_217a503f30a0445b73,median_pearson,0.1658469459584051,0.15648246993296044,-0.009364476025444657,0.009364476025444657,-0.056464567202782825,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_217a503f30a0445b73,mean_mse,2.917521924037179,2.9184286291840396,0.0009067051468605314,0.0009067051468605314,0.0003107792059385316,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_217a503f30a0445b73,mean_mae,1.5589296411427669,1.5544907442236453,-0.004438896919121582,0.004438896919121582,-0.0028474004226821084,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_217a503f30a0445b73,median_pearson,0.3339690859323369,0.33560334084811994,0.0016342549157830621,0.0016342549157830621,0.004893431711563169,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_217a503f30a0445b73,mean_mse,0.0997736585755495,0.09975456420148582,-1.9094374063680086e-05,1.9094374063680086e-05,-0.00019137690585157462,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_217a503f30a0445b73,mean_mae,0.2309379241344287,0.2300413630168862,-0.0008965611175424937,0.0008965611175424937,-0.0038822602260017132,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_217a503f30a0445b73,median_pearson,0.1658469459584051,0.15733210322343483,-0.008514842734970274,0.008514842734970274,-0.051341570903004875,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_217a503f30a0445b73,mean_mse,2.917521924037179,3.2525006220281423,0.33497869799096325,0.33497869799096325,0.11481617163905655,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_217a503f30a0445b73,mean_mae,1.5589296411427669,1.6540846405361018,0.09515499939333494,0.09515499939333494,0.06103867479457377,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_217a503f30a0445b73,median_pearson,0.3339690859323369,0.3333285624331772,-0.000640523499159662,0.000640523499159662,-0.0019179125438257899,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_217a503f30a0445b73,mean_mse,0.0997736585755495,0.10016911921586705,0.00039546064031754924,0.00039546064031754924,0.003963577621222569,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_217a503f30a0445b73,mean_mae,0.2309379241344287,0.23366581571791792,0.0027278915834892115,0.0027278915834892115,0.011812228735118053,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_217a503f30a0445b73,median_pearson,0.1658469459584051,0.15089221421213006,-0.01495473174627504,0.01495473174627504,-0.09017188504650385,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_217a503f30a0445b73,mean_mse,2.917521924037179,2.697838313054947,-0.2196836109822322,0.2196836109822322,-0.07529801547411875,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_217a503f30a0445b73,mean_mae,1.5589296411427669,1.4779109669290198,-0.08101867421374709,0.08101867421374709,-0.051970706102141134,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_217a503f30a0445b73,median_pearson,0.3339690859323369,0.33524883016953416,0.001279744237197289,0.001279744237197289,0.003831924244199563,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_217a503f30a0445b73,mean_mse,0.0997736585755495,0.10007950419383915,0.0003058456182896546,0.0003058456182896546,0.0030653944403378334,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_217a503f30a0445b73,mean_mae,0.2309379241344287,0.23064990973625654,-0.000288014398172165,0.000288014398172165,-0.0012471507191885562,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_2d3feae3825d8542e3,median_pearson,0.16214352149417985,0.16214352149417985,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_2d3feae3825d8542e3,mean_mse,2.922185879995266,2.922185879995266,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_2d3feae3825d8542e3,mean_mae,1.5596439951714465,1.5596439951714465,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_2d3feae3825d8542e3,median_pearson,0.3221566710857213,0.3221566710857213,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_2d3feae3825d8542e3,mean_mse,0.09989685267535371,0.09989685267535371,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_2d3feae3825d8542e3,mean_mae,0.2321807412577915,0.2321807412577915,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_2d3feae3825d8542e3,median_pearson,0.16214352149417985,0.15449732213788037,-0.007646199356299482,0.007646199356299482,-0.047156983429485606,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_2d3feae3825d8542e3,mean_mse,2.922185879995266,2.922988582685511,0.0008027026902452938,0.0008027026902452938,0.00027469254975887925,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_2d3feae3825d8542e3,mean_mae,1.5596439951714465,1.5552363225551873,-0.004407672616259184,0.004407672616259184,-0.002826076098074332,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_2d3feae3825d8542e3,median_pearson,0.3221566710857213,0.32408198405892813,0.0019253129732068053,0.0019253129732068053,0.00597632501825333,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_2d3feae3825d8542e3,mean_mse,0.09989685267535371,0.09978111013547206,-0.00011574253988165528,0.00011574253988165528,-0.0011586204848494789,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_2d3feae3825d8542e3,mean_mae,0.2321807412577915,0.23115810744095433,-0.0010226338168371762,0.0010226338168371762,-0.00440447304671898,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_2d3feae3825d8542e3,median_pearson,0.16214352149417985,0.16525611812067698,0.003112596626497127,0.003112596626497127,0.019196552522197773,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_2d3feae3825d8542e3,mean_mse,2.922185879995266,3.256024438745509,0.33383855875024304,0.33383855875024304,0.11424275267211403,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_2d3feae3825d8542e3,mean_mae,1.5596439951714465,1.6543085758365366,0.09466458066509009,0.09466458066509009,0.06069627489232498,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_2d3feae3825d8542e3,median_pearson,0.3221566710857213,0.3225735231404706,0.0004168520547492838,0.0004168520547492838,0.0012939420231293777,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_2d3feae3825d8542e3,mean_mse,0.09989685267535371,0.10017681205504,0.0002799593796862926,0.0002799593796862926,0.0028024844846324514,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_2d3feae3825d8542e3,mean_mae,0.2321807412577915,0.2347279182063696,0.0025471769485780893,0.0025471769485780893,0.01097066421090432,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_2d3feae3825d8542e3,median_pearson,0.16214352149417985,0.14920730296702592,-0.012936218527153931,0.012936218527153931,-0.07978251864733478,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_2d3feae3825d8542e3,mean_mse,2.922185879995266,2.703423924360573,-0.21876195563469292,0.21876195563469292,-0.07486243675746163,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_2d3feae3825d8542e3,mean_mae,1.5596439951714465,1.4793099351299688,-0.0803340600414777,0.0803340600414777,-0.051507946871328696,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_2d3feae3825d8542e3,median_pearson,0.3221566710857213,0.3207562559781217,-0.0014004151075996396,0.0014004151075996396,-0.004347000181247245,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_2d3feae3825d8542e3,mean_mse,0.09989685267535371,0.1004128394343748,0.000515986759021092,0.000515986759021092,0.00516519535102826,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_2d3feae3825d8542e3,mean_mae,0.2321807412577915,0.2320795093200337,-0.00010123193775779527,0.00010123193775779527,-0.0004360048865784131,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_4347a031020867f1d8,median_pearson,0.1551088106133713,0.1551088106133713,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_4347a031020867f1d8,mean_mse,2.93227073578312,2.93227073578312,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_4347a031020867f1d8,mean_mae,1.5632626967598329,1.5632626967598329,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_4347a031020867f1d8,median_pearson,0.32982568273676693,0.3298256827367669,-5.551115123125783e-17,5.551115123125783e-17,-1.6830451398037775e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_4347a031020867f1d8,mean_mse,0.0990888650143133,0.0990888650143133,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_4347a031020867f1d8,mean_mae,0.2310058412640737,0.2310058412640737,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_4347a031020867f1d8,median_pearson,0.1551088106133713,0.14807578101508112,-0.007033029598290191,0.007033029598290191,-0.04534255385286219,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_4347a031020867f1d8,mean_mse,2.93227073578312,2.9330340442597174,0.0007633084765972242,0.0007633084765972242,0.00026031309704196455,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_4347a031020867f1d8,mean_mae,1.5632626967598329,1.5586434438448629,-0.004619252914970007,0.004619252914970007,-0.0029548795122817874,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_4347a031020867f1d8,median_pearson,0.32982568273676693,0.3304033911489276,0.000577708412160649,0.000577708412160649,0.0017515567840777175,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_4347a031020867f1d8,mean_mse,0.0990888650143133,0.09902980375487534,-5.906125943795637e-05,5.906125943795637e-05,-0.0005960433539068696,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_4347a031020867f1d8,mean_mae,0.2310058412640737,0.23005108732902066,-0.0009547539350530376,0.0009547539350530376,-0.004133029406653026,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_4347a031020867f1d8,median_pearson,0.1551088106133713,0.15103471841053645,-0.004074092202834861,0.004074092202834861,-0.026266026969867372,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_4347a031020867f1d8,mean_mse,2.93227073578312,3.266480367109043,0.3342096313259231,0.3342096313259231,0.1139763894402697,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_4347a031020867f1d8,mean_mae,1.5632626967598329,1.657895774234357,0.0946330774745241,0.0946330774745241,0.060535620577827146,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_4347a031020867f1d8,median_pearson,0.32982568273676693,0.32945526484234083,-0.0003704178944261005,0.0003704178944261005,-0.0011230717127681355,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_4347a031020867f1d8,mean_mse,0.0990888650143133,0.09948865657745339,0.0003997915631400867,0.0003997915631400867,0.004034676984970381,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_4347a031020867f1d8,mean_mae,0.2310058412640737,0.23371091380005915,0.0027050725359854533,0.0027050725359854533,0.011709974610092898,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_4347a031020867f1d8,median_pearson,0.1551088106133713,0.1464814655378598,-0.008627345075511522,0.008627345075511522,-0.05562124447602329,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_4347a031020867f1d8,mean_mse,2.93227073578312,2.712799412841104,-0.2194713229420162,0.2194713229420162,-0.0748468824054209,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_4347a031020867f1d8,mean_mae,1.5632626967598329,1.4828112681324341,-0.08045142862739874,0.08045142862739874,-0.05146379350965773,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_4347a031020867f1d8,median_pearson,0.32982568273676693,0.3289567685454958,-0.0008689141912711085,0.0008689141912711085,-0.002634464921170456,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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+tier_b_primary_mask,CID4290,M0,C9mask_54c9ba4348562a2711,mean_mae,1.5549029991038672,1.5549029991038672,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_54c9ba4348562a2711,median_pearson,0.3426925603919214,0.3426925603919214,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_54c9ba4348562a2711,mean_mse,0.09922855696144531,0.09922855696144531,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_54c9ba4348562a2711,mean_mae,0.231704674464059,0.231704674464059,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_54c9ba4348562a2711,median_pearson,0.161163287399688,0.14842821953479016,-0.012735067864897837,0.012735067864897837,-0.07901965807705714,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_54c9ba4348562a2711,mean_mse,2.9056425563922743,2.907116437108071,0.0014738807157965716,0.0014738807157965716,0.0005072477729767912,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_54c9ba4348562a2711,mean_mae,1.5549029991038672,1.5506477851241283,-0.0042552139797389366,0.0042552139797389366,-0.002736642724460196,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_54c9ba4348562a2711,median_pearson,0.3426925603919214,0.3426064478006906,-8.61125912308136e-05,8.61125912308136e-05,-0.0002512823480391015,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_54c9ba4348562a2711,mean_mse,0.09922855696144531,0.0991677465293752,-6.0810432070110276e-05,6.0810432070110276e-05,-0.0006128319702738177,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_54c9ba4348562a2711,mean_mae,0.231704674464059,0.23079605902323375,-0.0009086154408252667,0.0009086154408252667,-0.003921437678920055,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_54c9ba4348562a2711,median_pearson,0.161163287399688,0.1615866490371135,0.00042336163742551225,0.00042336163742551225,0.0026269111548684622,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_54c9ba4348562a2711,mean_mse,2.9056425563922743,3.2377663432210637,0.3321237868287894,0.3321237868287894,0.11430304326254205,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_54c9ba4348562a2711,mean_mae,1.5549029991038672,1.649381863261452,0.09447886415758489,0.09447886415758489,0.06076190232576284,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_54c9ba4348562a2711,median_pearson,0.3426925603919214,0.3416007875317403,-0.0010917728601811394,0.0010917728601811394,-0.0031858668274926364,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_54c9ba4348562a2711,mean_mse,0.09922855696144531,0.09937347570059744,0.00014491873915213616,0.00014491873915213616,0.0014604539619420599,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_54c9ba4348562a2711,mean_mae,0.231704674464059,0.23411577152419547,0.0024110970601364523,0.0024110970601364523,0.010405905990949055,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_54c9ba4348562a2711,median_pearson,0.161163287399688,0.15321323011153803,-0.007950057288149959,0.007950057288149959,-0.049329207764505736,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_54c9ba4348562a2711,mean_mse,2.9056425563922743,2.68756459283768,-0.2180779635545944,0.2180779635545944,-0.07505326595483444,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_54c9ba4348562a2711,mean_mae,1.5549029991038672,1.474608077743551,-0.08029492136031613,0.08029492136031613,-0.05163982666866825,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_62dc04efe2f465f030,mean_mse,2.9141354727543756,3.248027703569505,0.3338922308151293,0.3338922308151293,0.11457677034470255,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_62dc04efe2f465f030,mean_mae,1.556353784811715,1.6511986769956073,0.09484489218389225,0.09484489218389225,0.060940444974319524,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_62dc04efe2f465f030,median_pearson,0.32720226013665266,0.32584871683258343,-0.0013535433040692268,0.0013535433040692268,-0.004136717464921952,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_62dc04efe2f465f030,mean_mse,0.10240632483931617,0.1026817971157528,0.0002754722764366363,0.0002754722764366363,0.002689992799457208,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_62dc04efe2f465f030,mean_mae,0.23451093579923468,0.2370923378672948,0.0025814020680601235,0.0025814020680601235,0.011007597830192735,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_62dc04efe2f465f030,median_pearson,0.16001971216533872,0.14285323562705504,-0.01716647653828368,0.01716647653828368,-0.10727726169477543,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_62dc04efe2f465f030,mean_mse,2.9141354727543756,2.6948684160265066,-0.21926705672786895,0.21926705672786895,-0.07524257495161082,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_62dc04efe2f465f030,mean_mae,1.556353784811715,1.475755266097871,-0.08059851871384405,0.08059851871384405,-0.05178675921914162,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_62dc04efe2f465f030,median_pearson,0.32720226013665266,0.3280151543646719,0.0008128942280192231,0.0008128942280192231,0.0024843784015419887,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_62dc04efe2f465f030,mean_mse,0.10240632483931617,0.10284039325485894,0.00043406841554277653,0.00043406841554277653,0.004238687563720943,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_62dc04efe2f465f030,mean_mae,0.23451093579923468,0.2343366929724487,-0.0001742428267859919,0.0001742428267859919,-0.0007430051233736987,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_68385d38063e73156c,median_pearson,0.15801634453695984,0.15801634453695984,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_68385d38063e73156c,mean_mse,2.914162837850526,2.914162837850526,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_68385d38063e73156c,mean_mae,1.5569778102249474,1.5569778102249474,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_68385d38063e73156c,median_pearson,0.33398710521359565,0.3339871052135956,-5.551115123125783e-17,5.551115123125783e-17,-1.6620746838641162e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_68385d38063e73156c,mean_mse,0.10196488351558598,0.10196488351558598,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_68385d38063e73156c,mean_mae,0.23409744164733418,0.2340974416473342,2.7755575615628914e-17,2.7755575615628914e-17,1.1856419882384897e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_68385d38063e73156c,median_pearson,0.15801634453695984,0.1485548102294187,-0.009461534307541153,0.009461534307541153,-0.05987693447324439,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_68385d38063e73156c,mean_mse,2.914162837850526,2.9169513674897662,0.002788529639240256,0.002788529639240256,0.0009568887513839355,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_68385d38063e73156c,mean_mae,1.5569778102249474,1.5529314605735385,-0.0040463496514089314,0.0040463496514089314,-0.0025988486315192427,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_68385d38063e73156c,median_pearson,0.33398710521359565,0.3337065968703853,-0.00028050834321036167,0.00028050834321036167,-0.0008398777642357403,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_68385d38063e73156c,mean_mse,0.10196488351558598,0.10194756341405416,-1.7320101531825838e-05,1.7320101531825838e-05,-0.00016986339742327416,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_68385d38063e73156c,mean_mae,0.23409744164733418,0.23322007274396775,-0.0008773689033664267,0.0008773689033664267,-0.003747879076304369,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_68385d38063e73156c,median_pearson,0.15801634453695984,0.15800094563764583,-1.539889931401195e-05,1.539889931401195e-05,-9.745130707292222e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_68385d38063e73156c,mean_mse,2.914162837850526,3.2475364257355706,0.33337358788504456,0.33337358788504456,0.11439772121002664,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_68385d38063e73156c,mean_mae,1.5569778102249474,1.6517523222438713,0.09477451201892384,0.09477451201892384,0.06087081742367999,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_68385d38063e73156c,median_pearson,0.33398710521359565,0.33321595853718455,-0.0007711466764110941,0.0007711466764110941,-0.0023089115249462122,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_68385d38063e73156c,mean_mse,0.10196488351558598,0.10230628444180191,0.000341400926215929,0.000341400926215929,0.0033482206269940347,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_68385d38063e73156c,mean_mae,0.23409744164733418,0.2366875521328084,0.002590110485474223,0.002590110485474223,0.011064240887246442,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_68385d38063e73156c,median_pearson,0.15801634453695984,0.15192521884752894,-0.006091125689430904,0.006091125689430904,-0.0385474408187325,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_68385d38063e73156c,mean_mse,2.914162837850526,2.6944389132976267,-0.21972392455289924,0.21972392455289924,-0.0753986433767602,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_68385d38063e73156c,mean_mae,1.5569778102249474,1.4762816465303532,-0.0806961636945942,0.0806961636945942,-0.051828717894788406,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_68385d38063e73156c,median_pearson,0.33398710521359565,0.3342765878686417,0.000289482655046025,0.000289482655046025,0.000866747998731542,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_68385d38063e73156c,mean_mse,0.10196488351558598,0.102325697218463,0.00036081370287702197,0.00036081370287702197,0.003538607513064724,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_68385d38063e73156c,mean_mae,0.23409744164733418,0.23387762216435412,-0.00021981948298005483,0.00021981948298005483,-0.0009390084805420941,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_8c6641dd2bc07bca3a,median_pearson,0.1600899111467589,0.1600899111467589,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_8c6641dd2bc07bca3a,mean_mse,2.8970874766237347,2.8970874766237347,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_8c6641dd2bc07bca3a,mean_mae,1.5520651841769344,1.5520651841769344,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M3,C9mask_8c6641dd2bc07bca3a,median_pearson,0.3321138888612666,0.33211388886126647,-1.1102230246251565e-16,1.1102230246251565e-16,-3.3428985112059805e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_8c6641dd2bc07bca3a,median_pearson,0.1600899111467589,0.1574839631665913,-0.002605947980167611,0.002605947980167611,-0.016278027525286495,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_8c6641dd2bc07bca3a,mean_mse,2.8970874766237347,3.2313043058155393,0.3342168291918046,0.3342168291918046,0.11536304370805567,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_8c6641dd2bc07bca3a,mean_mae,1.5520651841769344,1.6473363717475846,0.09527118757065023,0.09527118757065023,0.0613834963517804,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_8c6641dd2bc07bca3a,median_pearson,0.3321138888612666,0.33161431392595875,-0.0004995749353078338,0.0004995749353078338,-0.0015042277726497624,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_8c6641dd2bc07bca3a,mean_mse,0.10018714376585126,0.10041576718951363,0.00022862342366236632,0.00022862342366236632,0.0022819636838503476,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_8c6641dd2bc07bca3a,mean_mae,0.2318893291109779,0.23443773753987526,0.002548408428897364,0.002548408428897364,0.010989761532656569,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_8c6641dd2bc07bca3a,median_pearson,0.1600899111467589,0.1527796291013463,-0.007310282045412619,0.007310282045412619,-0.045663602365992186,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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export,seed2, +tier_b_primary_mask,CID4290,M3,C9mask_8c6641dd2bc07bca3a,mean_mae,0.2318893291109779,0.23178124456286972,-0.00010808454810817825,0.00010808454810817825,-0.0004661040183373466,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID4290,M0,C9mask_f6eac662c0da252752,median_pearson,0.15846969242247788,0.15846969242247788,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_f6eac662c0da252752,mean_mse,2.9239980025175845,2.9239980025175845,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID4290,M0,C9mask_f6eac662c0da252752,mean_mae,1.5606870630408827,1.5606870630408827,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,CID4290,M3,C9mask_f6eac662c0da252752,mean_mae,0.2309680735443207,0.23006564265007026,-0.0009024308942504333,0.0009024308942504333,-0.0039071672565051075,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID4290,M0,C9mask_f6eac662c0da252752,median_pearson,0.15846969242247788,0.16095318510311452,0.002483492680636634,0.002483492680636634,0.015671720205120858,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_f6eac662c0da252752,mean_mse,2.9239980025175845,3.2585612453565123,0.3345632428389278,0.3345632428389278,0.11441979185719905,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_f6eac662c0da252752,mean_mae,1.5606870630408827,1.6556367160293755,0.09494965298849278,0.09494965298849278,0.060838367432539904,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_f6eac662c0da252752,median_pearson,0.34622939169773703,0.34563225530249825,-0.0005971363952387843,0.0005971363952387843,-0.001724684297629164,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_f6eac662c0da252752,mean_mse,0.09886734564037315,0.09925841914939686,0.00039107350902370386,0.00039107350902370386,0.003955537659989593,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M3,C9mask_f6eac662c0da252752,mean_mae,0.2309680735443207,0.23362306643033418,0.0026549928860134797,0.0026549928860134797,0.011495064427179414,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID4290,M0,C9mask_f6eac662c0da252752,median_pearson,0.15846969242247788,0.14898849309627188,-0.009481199326206002,0.009481199326206002,-0.05982973262123374,per-mask panel 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numerical export,seed0, +tier_b_primary_mask,CID44971,M0,C9mask_3c9acd6e8974d2e2a8,median_pearson,0.05685402608981288,0.05337304588864317,-0.0034809802011697144,0.0034809802011697144,-0.061226626161369375,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M0,C9mask_3c9acd6e8974d2e2a8,mean_mse,2.955035628232676,3.209560655354969,0.25452502712229297,0.25452502712229297,0.08613264242587736,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M0,C9mask_3c9acd6e8974d2e2a8,mean_mae,1.5724852842093213,1.6439273158721537,0.07144203166283236,0.07144203166283236,0.04543255977034782,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M3,C9mask_3c9acd6e8974d2e2a8,median_pearson,0.4933206401527511,0.49534672538222685,0.002026085229475727,0.002026085229475727,0.004107035190841341,per-mask panel 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numerical export,seed0, +tier_b_primary_mask,CID44971,M3,C9mask_5a04dea86607167608,mean_mae,0.25384524477411446,0.2543860299746798,0.0005407852005653302,0.0005407852005653302,0.0021303735708996666,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID44971,M0,C9mask_5a04dea86607167608,median_pearson,0.060921940913713925,0.056235977951038116,-0.004685962962675809,0.004685962962675809,-0.07691749298192449,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M0,C9mask_5a04dea86607167608,mean_mse,2.9512038790398765,3.2003861072024633,0.24918222816258684,0.24918222816258684,0.08443409482223031,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M0,C9mask_5a04dea86607167608,mean_mae,1.5716555526882974,1.6413525272764375,0.06969697458814017,0.06969697458814017,0.04434621470902091,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,CID44971,M3,C9mask_5a04dea86607167608,mean_mse,0.11610900438067849,0.11656429356109584,0.00045528918041734534,0.00045528918041734534,0.003921221983134232,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M3,C9mask_5a04dea86607167608,mean_mae,0.25384524477411446,0.2536441832988698,-0.00020106147524467932,0.00020106147524467932,-0.0007920631935555655,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M0,C9mask_5ba5f68e03c9021a56,median_pearson,0.05736478083284953,0.05736478083284953,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID44971,M0,C9mask_5ba5f68e03c9021a56,mean_mse,2.9425195334381034,2.9425195334381034,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M0,C9mask_5ba5f68e03c9021a56,mean_mae,1.5701087531977422,1.640133029854218,0.07002427665647581,0.07002427665647581,0.044598360791162875,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M3,C9mask_5ba5f68e03c9021a56,median_pearson,0.4887897912221455,0.48871562222278453,-7.416899936096844e-05,7.416899936096844e-05,-0.00015174007455335755,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M3,C9mask_5ba5f68e03c9021a56,mean_mse,0.11810280370752474,0.117832616214235,-0.00027018749328973357,0.00027018749328973357,-0.0022877314069430425,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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export,seed2, +tier_b_primary_mask,CID44971,M3,C9mask_5ba5f68e03c9021a56,median_pearson,0.4887897912221455,0.48762284697882646,-0.0011669442433190347,0.0011669442433190347,-0.0023874153353351875,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M3,C9mask_5ba5f68e03c9021a56,mean_mse,0.11810280370752474,0.11871730234584459,0.0006144986383198464,0.0006144986383198464,0.0052030825605259914,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M3,C9mask_5ba5f68e03c9021a56,mean_mae,0.2562495449459932,0.25616746716120653,-8.207778478669381e-05,8.207778478669381e-05,-0.00032030411918972345,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M0,C9mask_5f157459b190ea8314,median_pearson,0.06171054427772862,0.06171054427772862,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID44971,M0,C9mask_5f157459b190ea8314,mean_mse,2.9478221612244773,2.9478221612244773,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID44971,M0,C9mask_5f157459b190ea8314,mean_mae,1.5697150806175504,1.5697150806175504,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID44971,M3,C9mask_5f157459b190ea8314,median_pearson,0.49918283631033344,0.4991828363103335,5.551115123125783e-17,5.551115123125783e-17,1.1120404628004377e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID44971,M3,C9mask_5f157459b190ea8314,mean_mse,0.11963618698348873,0.11963618698348873,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M0,C9mask_5f157459b190ea8314,mean_mse,2.9478221612244773,3.2007323813236606,0.2529102200991833,0.2529102200991833,0.08579561665081196,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M0,C9mask_5f157459b190ea8314,mean_mae,1.5697150806175504,1.6406377890330537,0.0709227084155033,0.0709227084155033,0.045181899117387084,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M3,C9mask_5f157459b190ea8314,median_pearson,0.49918283631033344,0.5010494806784979,0.0018666443681644163,0.0018666443681644163,0.0037394001403605057,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,CID44971,M0,C9mask_5f157459b190ea8314,mean_mae,1.5697150806175504,1.504456778516525,-0.06525830210102535,0.06525830210102535,-0.04157334213502727,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M3,C9mask_5f157459b190ea8314,median_pearson,0.49918283631033344,0.49059147355404525,-0.00859136275628819,0.00859136275628819,-0.01721085368197052,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M3,C9mask_5f157459b190ea8314,mean_mse,0.11963618698348873,0.12047557390003417,0.0008393869165454482,0.0008393869165454482,0.007016162397931438,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M3,C9mask_5f157459b190ea8314,mean_mae,0.2567920398869125,0.2569066383148507,0.00011459842793820618,0.00011459842793820618,0.00044626939366451413,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M0,C9mask_638ac7501f4d68d48e,median_pearson,0.05571323600707451,0.05571323600707451,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID44971,M0,C9mask_638ac7501f4d68d48e,mean_mse,2.9437399534087767,2.9437399534087767,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID44971,M0,C9mask_638ac7501f4d68d48e,mean_mae,1.5688590424032034,1.5688590424032034,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,CID44971,M3,C9mask_638ac7501f4d68d48e,median_pearson,0.5077421467536294,0.5077421467536294,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,CID44971,M0,C9mask_638ac7501f4d68d48e,median_pearson,0.05571323600707451,0.06442390256851943,0.008710666561444924,0.008710666561444924,0.15634824299810618,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M0,C9mask_638ac7501f4d68d48e,mean_mse,2.9437399534087767,3.1937497104496035,0.25000975704082684,0.25000975704082684,0.08492929436627779,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M0,C9mask_638ac7501f4d68d48e,mean_mae,1.5688590424032034,1.6390025449011307,0.07014350249792733,0.07014350249792733,0.04470988189638783,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M3,C9mask_638ac7501f4d68d48e,median_pearson,0.5077421467536294,0.5077624958164086,2.0349062779256855e-05,2.0349062779256855e-05,4.007755296534559e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M3,C9mask_638ac7501f4d68d48e,mean_mse,0.11640351535080544,0.1162579502850974,-0.0001455650657080365,0.0001455650657080365,-0.0012505212172445727,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M3,C9mask_638ac7501f4d68d48e,mean_mae,0.2541163119266028,0.25476694990454585,0.0006506379779430693,0.0006506379779430693,0.002560394384013393,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M0,C9mask_638ac7501f4d68d48e,median_pearson,0.05571323600707451,0.048751223675872105,-0.006962012331202402,0.006962012331202402,-0.12496155007614997,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed1, +tier_b_primary_mask,CID44971,M3,C9mask_7575bd22719dfcedca,median_pearson,0.4649307101323877,0.4690002626233718,0.0040695524909841185,0.0040695524909841185,0.00875303008017114,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M3,C9mask_7575bd22719dfcedca,mean_mse,0.12174845305038108,0.12124849131004577,-0.000499961740335314,0.000499961740335314,-0.004106514110108844,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M3,C9mask_7575bd22719dfcedca,mean_mae,0.2575963424608277,0.25793191482714906,0.00033557236632136833,0.00033557236632136833,0.0013027062539616545,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M0,C9mask_7575bd22719dfcedca,median_pearson,0.05050639132493674,0.042733559968285414,-0.007772831356651327,0.007772831356651327,-0.15389797514227893,per-mask panel 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numerical export,seed0, +tier_b_primary_mask,CID44971,M3,C9mask_aedc7ed725268bd01a,mean_mse,0.11804419732434207,0.11843566641343056,0.000391469089088492,0.000391469089088492,0.003316292524001657,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID44971,M3,C9mask_aedc7ed725268bd01a,mean_mae,0.254548469298234,0.2548730110302157,0.000324541731981709,0.000324541731981709,0.001274970275313145,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,CID44971,M0,C9mask_aedc7ed725268bd01a,median_pearson,0.058393108226282,0.052535868711342595,-0.005857239514939404,0.005857239514939404,-0.10030703438908796,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M0,C9mask_aedc7ed725268bd01a,mean_mse,2.9694188203717378,3.223861433929013,0.25444261355727527,0.25444261355727527,0.08568768131045318,per-mask panel 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export,seed1, +tier_b_primary_mask,CID44971,M3,C9mask_c84e6c92093915f5ff,mean_mae,0.25307298748190116,0.2537133666540621,0.0006403791721609209,0.0006403791721609209,0.0025304129790095376,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,CID44971,M0,C9mask_c84e6c92093915f5ff,median_pearson,0.06498126488830452,0.052882765567665926,-0.012098499320638598,0.012098499320638598,-0.1861844231785047,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M0,C9mask_c84e6c92093915f5ff,mean_mse,2.9556987190141175,2.779606564528081,-0.17609215448603655,0.17609215448603655,-0.05957716642539691,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M0,C9mask_c84e6c92093915f5ff,mean_mae,1.5737091404091967,1.5097329796555439,-0.06397616075365287,0.06397616075365287,-0.04065310362054436,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M3,C9mask_c84e6c92093915f5ff,median_pearson,0.5139136781944282,0.5101970165952303,-0.0037166615991979235,0.0037166615991979235,-0.007232073705949901,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M3,C9mask_c84e6c92093915f5ff,mean_mse,0.11556291071677528,0.11594680078454404,0.00038389006776876067,0.00038389006776876067,0.0033219141451845987,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,CID44971,M3,C9mask_c84e6c92093915f5ff,mean_mae,0.25307298748190116,0.25282693320299077,-0.00024605427891039033,0.00024605427891039033,-0.0009722660697953282,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_04fe776742e84cafc2,median_pearson,0.0641486235748606,0.0641486235748606,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_04fe776742e84cafc2,mean_mse,1.2942171238316105,1.2942171238316105,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_04fe776742e84cafc2,mean_mae,0.9477712725950305,0.9477712725950305,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_04fe776742e84cafc2,median_pearson,0.3469796106530426,0.34697961065304267,5.551115123125783e-17,5.551115123125783e-17,1.5998389970748288e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_04fe776742e84cafc2,mean_mse,0.10528507645572548,0.10528507645572549,1.3877787807814457e-17,1.3877787807814457e-17,1.3181153754160352e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_04fe776742e84cafc2,mean_mae,0.2302592300192724,0.2302592300192724,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_04fe776742e84cafc2,median_pearson,0.0641486235748606,0.06526368292905357,0.0011150593541929682,0.0011150593541929682,0.0173824361623552,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_04fe776742e84cafc2,mean_mse,1.2942171238316105,1.3747833197973371,0.08056619596572667,0.08056619596572667,0.06225091175366729,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_04fe776742e84cafc2,mean_mae,0.9477712725950305,0.9766089621741227,0.028837689579092274,0.028837689579092274,0.030426844970869064,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_04fe776742e84cafc2,mean_mse,1.2942171238316105,1.560601732074857,0.2663846082432466,0.2663846082432466,0.20582683024205273,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_04fe776742e84cafc2,mean_mae,0.9477712725950305,1.0479186768335793,0.10014740423854884,0.10014740423854884,0.10566621624259806,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_04fe776742e84cafc2,median_pearson,0.3469796106530426,0.35161389330332055,0.004634282650277932,0.004634282650277932,0.013356066200996225,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_04fe776742e84cafc2,mean_mse,0.10528507645572548,0.10185774195179975,-0.0034273345039257247,0.0034273345039257247,-0.032552899416537814,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_04fe776742e84cafc2,mean_mae,0.2302592300192724,0.22700562793802517,-0.0032536020812472255,0.0032536020812472255,-0.014130170073855034,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_04fe776742e84cafc2,median_pearson,0.0641486235748606,0.036150995394935055,-0.02799762817992555,0.02799762817992555,-0.43644939859469756,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_04fe776742e84cafc2,mean_mse,1.2942171238316105,1.1997026700781046,-0.09451445375350587,0.09451445375350587,-0.07302828251390303,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_04fe776742e84cafc2,mean_mae,0.9477712725950305,0.8997923374879546,-0.04797893510707585,0.04797893510707585,-0.05062290501347215,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_04fe776742e84cafc2,median_pearson,0.3469796106530426,0.3419134371602723,-0.005066173492770332,0.005066173492770332,-0.014600781536515645,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_04fe776742e84cafc2,mean_mse,0.10528507645572548,0.10918868492592924,0.0039036084702037677,0.0039036084702037677,0.037076560150909085,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_04fe776742e84cafc2,mean_mae,0.2302592300192724,0.23444450353574342,0.004185273516471022,0.004185273516471022,0.018176355041753245,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_16ac10899467aca2ca,median_pearson,0.08335258281720227,0.08335258281720227,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_16ac10899467aca2ca,mean_mse,1.2948440177955458,1.2948440177955458,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_16ac10899467aca2ca,mean_mae,0.946549444945627,0.946549444945627,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_16ac10899467aca2ca,median_pearson,0.372376333162972,0.37237633316297203,5.551115123125783e-17,5.551115123125783e-17,1.4907271565769232e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_16ac10899467aca2ca,mean_mse,0.11090779779455605,0.11090779779455605,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_16ac10899467aca2ca,mean_mae,0.23601954331936945,0.23601954331936945,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_16ac10899467aca2ca,median_pearson,0.08335258281720227,0.0815593432952993,-0.0017932395219029673,0.0017932395219029673,-0.021513904684101515,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_16ac10899467aca2ca,mean_mse,1.2948440177955458,1.3775238578296662,0.08267984003412043,0.08267984003412043,0.06385312740208024,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_16ac10899467aca2ca,mean_mae,0.946549444945627,0.976119192977484,0.02956974803185697,0.02956974803185697,0.031239517586485462,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_16ac10899467aca2ca,median_pearson,0.372376333162972,0.3686633852351498,-0.0037129479278221744,0.0037129479278221744,-0.0099709557164504,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_16ac10899467aca2ca,mean_mse,0.11090779779455605,0.11207356063983914,0.0011657628452830943,0.0011657628452830943,0.01051109902517888,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_16ac10899467aca2ca,mean_mae,0.23601954331936945,0.2378588042065889,0.001839260887219446,0.001839260887219446,0.0077928330059119436,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_16ac10899467aca2ca,median_pearson,0.08335258281720227,0.08549243733218727,0.0021398545149849957,0.0021398545149849957,0.02567232403197197,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_16ac10899467aca2ca,mean_mse,1.2948440177955458,1.5557848840687272,0.26094086627318136,0.26094086627318136,0.2015230117967642,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_16ac10899467aca2ca,mean_mae,0.946549444945627,1.0453517238113315,0.09880227886570447,0.09880227886570447,0.10438152955800424,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_16ac10899467aca2ca,median_pearson,0.372376333162972,0.3732108358291122,0.0008345026661402133,0.0008345026661402133,0.0022410196132818944,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_16ac10899467aca2ca,mean_mse,0.11090779779455605,0.10679562775410499,-0.0041121700404510575,0.0041121700404510575,-0.03707737528129789,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_16ac10899467aca2ca,mean_mae,0.23601954331936945,0.2322620948286809,-0.003757448490688542,0.003757448490688542,-0.01592007355765517,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_16ac10899467aca2ca,median_pearson,0.08335258281720227,0.05842831495838426,-0.02492426785881801,0.02492426785881801,-0.2990221420430196,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_16ac10899467aca2ca,mean_mae,0.23601954331936945,0.24065405181653063,0.004634508497161183,0.004634508497161183,0.019636121788821553,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_24e3efa32dc321bde5,median_pearson,0.07576028347128136,0.07576028347128136,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_24e3efa32dc321bde5,mean_mse,1.3027990661240796,1.3027990661240796,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_24e3efa32dc321bde5,mean_mae,0.950940259707542,0.950940259707542,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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+tier_b_primary_mask,BASS_P01,M0,C10mask_24e3efa32dc321bde5,mean_mse,1.3027990661240796,1.3846874625595695,0.08188839643548995,0.08188839643548995,0.06285573774558635,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_24e3efa32dc321bde5,mean_mae,0.950940259707542,0.9799802710703633,0.029040011362821305,0.029040011362821305,0.030538207911980135,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_24e3efa32dc321bde5,median_pearson,0.3695238387585128,0.3636088970545351,-0.005914941703977716,0.005914941703977716,-0.016006928602631195,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_24e3efa32dc321bde5,mean_mse,0.10712120121560707,0.1081597208173665,0.0010385196017594217,0.0010385196017594217,0.009694809150516827,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_24e3efa32dc321bde5,mean_mae,0.23078670763500425,0.23260722599597144,0.0018205183609671938,0.0018205183609671938,0.00788831549105677,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_24e3efa32dc321bde5,median_pearson,0.07576028347128136,0.07518175955118213,-0.0005785239200992304,0.0005785239200992304,-0.007636242812086796,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_24e3efa32dc321bde5,mean_mse,1.3027990661240796,1.5671994918369623,0.2644004257128827,0.2644004257128827,0.2029479699425122,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_24e3efa32dc321bde5,mean_mae,0.950940259707542,1.0506480094304758,0.09970774972293373,0.09970774972293373,0.10485174931346208,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_24e3efa32dc321bde5,median_pearson,0.3695238387585128,0.370070079108706,0.0005462403501931834,0.0005462403501931834,0.0014782276348621623,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_24e3efa32dc321bde5,mean_mse,0.10712120121560707,0.10375050397501452,-0.0033706972405925517,0.0033706972405925517,-0.0314662009232721,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_24e3efa32dc321bde5,mean_mae,0.23078670763500425,0.2275626873150296,-0.003224020319974652,0.003224020319974652,-0.013969696751658383,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_24e3efa32dc321bde5,median_pearson,0.07576028347128136,0.04313631563073825,-0.03262396784054311,0.03262396784054311,-0.4306209843170658,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_24e3efa32dc321bde5,mean_mse,1.3027990661240796,1.2052333018283983,-0.09756576429568131,0.09756576429568131,-0.07488934159735502,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_24e3efa32dc321bde5,mean_mae,0.950940259707542,0.9029755918740726,-0.04796466783346942,0.04796466783346942,-0.05043920198333044,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_24e3efa32dc321bde5,median_pearson,0.3695238387585128,0.3698141924133497,0.00029035365483687237,0.00029035365483687237,0.0007857508078839296,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_24e3efa32dc321bde5,mean_mse,0.10712120121560707,0.11102540454156859,0.0039042033259615166,0.0039042033259615166,0.03644659770107854,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_24e3efa32dc321bde5,mean_mae,0.23078670763500425,0.23507193992910053,0.004285232294096275,0.004285232294096275,0.01856793373417975,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_4709403fd925f75a6a,median_pearson,0.08386742762398314,0.08386742762398314,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_4709403fd925f75a6a,mean_mse,1.3024277345558934,1.3024277345558934,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_4709403fd925f75a6a,mean_mae,0.9509910605871924,0.9509910605871924,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_4709403fd925f75a6a,median_pearson,0.3775196725194325,0.37751967251943264,1.1102230246251565e-16,1.1102230246251565e-16,2.9408348900493623e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_4709403fd925f75a6a,mean_mse,0.10716992456234753,0.10716992456234753,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_4709403fd925f75a6a,mean_mae,0.23190676492405557,0.23190676492405557,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_4709403fd925f75a6a,median_pearson,0.08386742762398314,0.07792483929031911,-0.005942588333664026,0.005942588333664026,-0.07085692863154723,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_4709403fd925f75a6a,mean_mse,1.3024277345558934,1.3831984119530916,0.08077067739719812,0.08077067739719812,0.06201547713872939,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_4709403fd925f75a6a,mean_mae,0.9509910605871924,0.9798168334887037,0.028825772901511337,0.028825772901511337,0.030311297441337433,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_4709403fd925f75a6a,median_pearson,0.3775196725194325,0.3732591410083035,-0.00426053151112904,0.00426053151112904,-0.011285588066697987,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_4709403fd925f75a6a,mean_mse,0.10716992456234753,0.108318296336055,0.0011483717737074683,0.0011483717737074683,0.010715429523694288,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_4709403fd925f75a6a,mean_mae,0.23190676492405557,0.23382015187454566,0.0019133869504900924,0.0019133869504900924,0.008250673287244057,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_4709403fd925f75a6a,median_pearson,0.08386742762398314,0.08942027802443563,0.005552850400452489,0.005552850400452489,0.06620985712532536,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_4709403fd925f75a6a,mean_mse,1.3024277345558934,1.567153871527166,0.26472613697127256,0.26472613697127256,0.20325591197698184,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_4709403fd925f75a6a,mean_mae,0.9509910605871924,1.0500963820112905,0.09910532142409811,0.09910532142409811,0.10421267405279838,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_4709403fd925f75a6a,median_pearson,0.3775196725194325,0.3873059726005428,0.009786300081110255,0.009786300081110255,0.02592262282863289,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_4709403fd925f75a6a,mean_mse,0.10716992456234753,0.10377161324953586,-0.0033983113128116665,0.0033983113128116665,-0.03170956149021691,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_4709403fd925f75a6a,mean_mae,0.23190676492405557,0.22864863035587774,-0.003258134568177834,0.003258134568177834,-0.014049329562442054,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_4709403fd925f75a6a,median_pearson,0.08386742762398314,0.05188285505809774,-0.0319845725658854,0.0319845725658854,-0.3813706163647606,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_4709403fd925f75a6a,mean_mse,1.3024277345558934,1.206386943706615,-0.09604079084927841,0.09604079084927841,-0.07373982317877065,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_4709403fd925f75a6a,mean_mae,0.9509910605871924,0.903148302828291,-0.047842757758901455,0.047842757758901455,-0.050308314916610045,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_4709403fd925f75a6a,median_pearson,0.3775196725194325,0.3681829484679206,-0.009336724051511924,0.009336724051511924,-0.024731755008161393,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_4709403fd925f75a6a,mean_mse,0.10716992456234753,0.11099858029073395,0.003828655728386421,0.003828655728386421,0.035725094927719664,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_4709403fd925f75a6a,mean_mae,0.23190676492405557,0.23618514858376788,0.004278383659712309,0.004278383659712309,0.018448722964650846,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_54d37b13b4ea19c317,median_pearson,0.06170267586511428,0.06170267586511428,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_54d37b13b4ea19c317,mean_mse,1.3153584651762968,1.3153584651762968,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_54d37b13b4ea19c317,mean_mae,0.9559976846018077,0.9559976846018077,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_54d37b13b4ea19c317,median_pearson,0.37923129939974054,0.37923129939974054,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_54d37b13b4ea19c317,mean_mse,0.10466610740112774,0.10466610740112774,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_54d37b13b4ea19c317,mean_mae,0.22931849120450212,0.22931849120450212,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_54d37b13b4ea19c317,median_pearson,0.06170267586511428,0.05646359186119777,-0.005239084003916504,0.005239084003916504,-0.0849085380894899,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_54d37b13b4ea19c317,mean_mse,1.3153584651762968,1.396517042770849,0.08115857759455225,0.08115857759455225,0.061700730061956616,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_54d37b13b4ea19c317,mean_mae,0.9559976846018077,0.9844848772258724,0.02848719262406474,0.02848719262406474,0.029798390815067955,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_54d37b13b4ea19c317,median_pearson,0.37923129939974054,0.3743491587555614,-0.004882140644179134,0.004882140644179134,-0.012873780861196695,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_54d37b13b4ea19c317,mean_mse,0.10466610740112774,0.10575468691294283,0.0010885795118150965,0.0010885795118150965,0.010400496768673825,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_54d37b13b4ea19c317,mean_mae,0.22931849120450212,0.23118180389074788,0.0018633126862457605,0.0018633126862457605,0.00812543583580485,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_54d37b13b4ea19c317,median_pearson,0.06170267586511428,0.06829061041462348,0.006587934549509199,0.006587934549509199,0.10676902512154927,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_54d37b13b4ea19c317,mean_mse,1.3153584651762968,1.579128348267672,0.26376988309137506,0.26376988309137506,0.20053079831437592,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_54d37b13b4ea19c317,mean_mae,0.9559976846018077,1.05454646287947,0.0985487782776624,0.0985487782776624,0.10308474577395023,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_54d37b13b4ea19c317,median_pearson,0.37923129939974054,0.3770755944075238,-0.0021557049922167337,0.0021557049922167337,-0.005684406839912351,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_54d37b13b4ea19c317,mean_mse,0.10466610740112774,0.10136388616637754,-0.0033022212347501995,0.0033022212347501995,-0.031550052989881415,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_54d37b13b4ea19c317,mean_mae,0.22931849120450212,0.22612241091615867,-0.0031960802883434503,0.0031960802883434503,-0.013937298608393699,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_54d37b13b4ea19c317,median_pearson,0.06170267586511428,0.025510034475015597,-0.03619264139009868,0.03619264139009868,-0.5865651834811499,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_54d37b13b4ea19c317,mean_mse,1.3153584651762968,1.218488477240398,-0.09686998793589874,0.09686998793589874,-0.07364531456671418,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_54d37b13b4ea19c317,mean_mae,0.9559976846018077,0.9080679459749119,-0.04792973862689576,0.04792973862689576,-0.050135831287980014,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_54d37b13b4ea19c317,median_pearson,0.37923129939974054,0.37883198530113227,-0.00039931409860827216,0.00039931409860827216,-0.0010529565973070242,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_54d37b13b4ea19c317,mean_mse,0.10466610740112774,0.10844970521637504,0.0037835978152473,0.0037835978152473,0.0361492168687123,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_54d37b13b4ea19c317,mean_mae,0.22931849120450212,0.23341048539291873,0.004091994188416603,0.004091994188416603,0.017844152762924975,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_65b4b617336e8f1ddb,median_pearson,0.07875583065514134,0.07875583065514134,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_65b4b617336e8f1ddb,mean_mse,1.3067687841459863,1.3067687841459863,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_65b4b617336e8f1ddb,mean_mae,0.9519460192675012,0.9519460192675012,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_65b4b617336e8f1ddb,median_pearson,0.36740680358133426,0.36740680358133426,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_65b4b617336e8f1ddb,mean_mse,0.10459881720481395,0.10459881720481395,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_65b4b617336e8f1ddb,mean_mse,1.3067687841459863,1.5723576314646264,0.2655888473186401,0.2655888473186401,0.20324088740167648,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_65b4b617336e8f1ddb,mean_mae,0.9519460192675012,1.051450761907104,0.09950474263960285,0.09950474263960285,0.10452771546454838,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_65b4b617336e8f1ddb,median_pearson,0.36740680358133426,0.3738059146848285,0.006399111103494226,0.006399111103494226,0.01741696408754072,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_65b4b617336e8f1ddb,mean_mse,0.10459881720481395,0.10118428340994727,-0.0034145337948666837,0.0034145337948666837,-0.03264409566105052,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_65b4b617336e8f1ddb,mean_mae,0.2295347567907594,0.22629411417579592,-0.003240642614963485,0.003240642614963485,-0.0141183089666791,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_65b4b617336e8f1ddb,median_pearson,0.07875583065514134,0.042092093599903006,-0.03666373705523834,0.03666373705523834,-0.4655367958187468,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_65b4b617336e8f1ddb,mean_mse,1.3067687841459863,1.2107421936120981,-0.09602659053388818,0.09602659053388818,-0.07348399479609893,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_8b81a5445e0db6d07e,median_pearson,0.08227475330423391,0.08227475330423391,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_8b81a5445e0db6d07e,mean_mse,1.3113632156990627,1.3113632156990627,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_8b81a5445e0db6d07e,mean_mae,0.9547011250273839,0.9547011250273839,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_8b81a5445e0db6d07e,median_pearson,0.36387742344124757,0.3638774234412473,-2.7755575615628914e-16,2.7755575615628914e-16,-7.627726763903062e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_8b81a5445e0db6d07e,median_pearson,0.08227475330423391,0.08283897764393829,0.0005642243397043778,0.0005642243397043778,0.0068578065207682915,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_8b81a5445e0db6d07e,mean_mse,1.3113632156990627,1.577768705472169,0.2664054897731063,0.2664054897731063,0.20315156516807636,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_8b81a5445e0db6d07e,mean_mae,0.9547011250273839,1.053951582692634,0.09925045766525009,0.09925045766525009,0.10395971583505076,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_8b81a5445e0db6d07e,median_pearson,0.36387742344124757,0.37055253714518155,0.006675113703933977,0.006675113703933977,0.018344401916465025,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_8b81a5445e0db6d07e,mean_mae,0.22976721152814686,0.23414802631761744,0.004380814789470583,0.004380814789470583,0.019066318298135092,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_b5d2ec8e05aa494194,median_pearson,0.07177550500292776,0.07177550500292776,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_b5d2ec8e05aa494194,mean_mse,1.310039634822369,1.310039634822369,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_b5d2ec8e05aa494194,mean_mae,0.9519221531037054,0.9519221531037054,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_b5d2ec8e05aa494194,mean_mae,0.23499735828290683,0.23692323333157525,0.001925875048668424,0.001925875048668424,0.008195305099344633,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_b5d2ec8e05aa494194,median_pearson,0.07177550500292776,0.08782307829858536,0.016047573295657605,0.016047573295657605,0.2235800820210602,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_b5d2ec8e05aa494194,mean_mse,1.310039634822369,1.5716951032620339,0.2616554684396648,0.2616554684396648,0.19973095583107545,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_b5d2ec8e05aa494194,mean_mae,0.9519221531037054,1.050212204888596,0.09829005178489059,0.09829005178489059,0.10325429602034122,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_b5d2ec8e05aa494194,median_pearson,0.3671374683023092,0.3660949920813998,-0.0010424762209094163,0.0010424762209094163,-0.002839471072592945,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_b5d2ec8e05aa494194,mean_mse,0.10956802714614385,0.10592545754713381,-0.0036425695990100343,0.0036425695990100343,-0.033244822361832876,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_b5d2ec8e05aa494194,mean_mae,0.23499735828290683,0.23140107235206733,-0.0035962859308394934,0.0035962859308394934,-0.015303516418725117,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_b5d2ec8e05aa494194,median_pearson,0.07177550500292776,0.04361342906284978,-0.028162075940077975,0.028162075940077975,-0.3923633270003357,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_b5d2ec8e05aa494194,mean_mse,1.310039634822369,1.2189143254097925,-0.09112530941257657,0.09112530941257657,-0.06955920034047858,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_b5d2ec8e05aa494194,mean_mae,0.9519221531037054,0.90602960418368,-0.04589254892002548,0.04589254892002548,-0.04821040120811833,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_b5d2ec8e05aa494194,median_pearson,0.3671374683023092,0.37156357203704243,0.004426103734733233,0.004426103734733233,0.012055712415298023,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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+tier_b_primary_mask,BASS_P01,M0,C10mask_c5278076ba37024551,mean_mae,0.9500267827719091,0.9500267827719091,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_c5278076ba37024551,median_pearson,0.3900979487133481,0.3900979487133481,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_c5278076ba37024551,mean_mse,0.10604690002408493,0.10604690002408493,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_c5278076ba37024551,mean_mae,0.2316682671118793,0.2316682671118793,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_c5278076ba37024551,median_pearson,0.08468726779358787,0.07512392652147648,-0.009563341272111392,0.009563341272111392,-0.11292537262414178,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_c5278076ba37024551,mean_mse,1.303709895475881,1.3852656624962958,0.08155576702041478,0.08155576702041478,0.06255668328009832,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_c5278076ba37024551,mean_mae,0.9500267827719091,0.9794382066899258,0.029411423918016655,0.029411423918016655,0.03095852080317404,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_c5278076ba37024551,median_pearson,0.3900979487133481,0.38661486545091744,-0.0034830832624306307,0.0034830832624306307,-0.00892874026617882,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_c5278076ba37024551,mean_mse,0.10604690002408493,0.10696623515229849,0.0009193351282135581,0.0009193351282135581,0.008669137221406402,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_c5278076ba37024551,mean_mae,0.2316682671118793,0.2332879876531536,0.0016197205412742943,0.0016197205412742943,0.006991551158329701,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_c5278076ba37024551,median_pearson,0.08468726779358787,0.07052893385361315,-0.014158333939974718,0.014158333939974718,-0.16718373740056733,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_c5278076ba37024551,mean_mse,1.303709895475881,1.5684109438301532,0.2647010483542722,0.2647010483542722,0.2030367716566659,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_c5278076ba37024551,mean_mae,0.9500267827719091,1.0495451741239687,0.09951839135205964,0.09951839135205964,0.10475324817863887,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_c5278076ba37024551,median_pearson,0.3900979487133481,0.3910219189767588,0.0009239702634107338,0.0009239702634107338,0.0023685596565125393,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_c5278076ba37024551,mean_mse,0.10604690002408493,0.10266907449481227,-0.0033778255292726544,0.0033778255292726544,-0.03185218548119272,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_c5278076ba37024551,mean_mae,0.2316682671118793,0.2283579403264787,-0.003310326785400608,0.003310326785400608,-0.014289081653992584,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_c5278076ba37024551,median_pearson,0.08468726779358787,0.047180214677375966,-0.03750705311621191,0.03750705311621191,-0.44288892643968103,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_c5278076ba37024551,mean_mse,1.303709895475881,1.2076806200447943,-0.09602927543108675,0.09602927543108675,-0.07365846939133194,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_c5278076ba37024551,mean_mae,0.9500267827719091,0.9020038241447308,-0.048022958627178314,0.048022958627178314,-0.05054905766662801,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_c5278076ba37024551,median_pearson,0.3900979487133481,0.3840078725405973,-0.006090076172750758,0.006090076172750758,-0.015611659053418582,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_c5278076ba37024551,mean_mse,0.10604690002408493,0.11008885981757378,0.004041959793488856,0.004041959793488856,0.038114832140975954,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_c5278076ba37024551,mean_mae,0.2316682671118793,0.2361060242335827,0.004437757121703412,0.004437757121703412,0.019155653801995638,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_ffa74d4b9a18913840,median_pearson,0.08668823252019532,0.08668823252019532,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_ffa74d4b9a18913840,mean_mse,1.3023535624439302,1.3023535624439302,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_ffa74d4b9a18913840,mean_mae,0.950272936063338,0.950272936063338,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_ffa74d4b9a18913840,median_pearson,0.3683725203846095,0.3683725203846095,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_ffa74d4b9a18913840,mean_mse,0.10302663791583981,0.10302663791583981,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M3,C10mask_ffa74d4b9a18913840,mean_mae,0.22859689937774874,0.22859689937774874,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P01,M0,C10mask_ffa74d4b9a18913840,median_pearson,0.08668823252019532,0.08181483874436613,-0.004873393775829196,0.004873393775829196,-0.05621747766853899,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_ffa74d4b9a18913840,mean_mse,1.3023535624439302,1.38095309502033,0.07859953257639973,0.07859953257639973,0.06035191582607097,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_ffa74d4b9a18913840,mean_mae,0.950272936063338,0.9782871148545758,0.028014178791237798,0.028014178791237798,0.029480139576836886,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_ffa74d4b9a18913840,median_pearson,0.3683725203846095,0.3683500766415207,-2.244374308879582e-05,2.244374308879582e-05,-6.092675714617043e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_ffa74d4b9a18913840,mean_mse,0.10302663791583981,0.10402327579208974,0.0009966378762499284,0.0009966378762499284,0.009673594095772202,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M3,C10mask_ffa74d4b9a18913840,mean_mae,0.22859689937774874,0.2303463990819672,0.001749499704218449,0.001749499704218449,0.007653208372382423,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P01,M0,C10mask_ffa74d4b9a18913840,median_pearson,0.08668823252019532,0.09158865239933388,0.004900419879138557,0.004900419879138557,0.05652923974424015,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_ffa74d4b9a18913840,mean_mse,1.3023535624439302,1.5679891896122808,0.26563562716835065,0.26563562716835065,0.20396583142128655,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_ffa74d4b9a18913840,mean_mae,0.950272936063338,1.0500728355408275,0.09979989947748957,0.09979989947748957,0.10502235272628839,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_ffa74d4b9a18913840,median_pearson,0.3683725203846095,0.37605024751157007,0.007677727126960576,0.007677727126960576,0.020842290621853207,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_ffa74d4b9a18913840,mean_mse,0.10302663791583981,0.09987390285444278,-0.00315273506139703,0.00315273506139703,-0.030601164176321367,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M3,C10mask_ffa74d4b9a18913840,mean_mae,0.22859689937774874,0.2255756371412036,-0.0030212622365451414,0.0030212622365451414,-0.01321654950162997,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P01,M0,C10mask_ffa74d4b9a18913840,median_pearson,0.08668823252019532,0.05036522093566008,-0.03632301158453524,0.03632301158453524,-0.41900740767869793,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_ffa74d4b9a18913840,mean_mse,1.3023535624439302,1.2086868296631619,-0.09366673278076831,0.09366673278076831,-0.07192112455622121,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M0,C10mask_ffa74d4b9a18913840,mean_mae,0.950272936063338,0.9038726871395824,-0.046400248923755605,0.046400248923755605,-0.048828338851757976,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_ffa74d4b9a18913840,median_pearson,0.3683725203846095,0.3610837310336038,-0.007288789351005687,0.007288789351005687,-0.01978646328829204,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_ffa74d4b9a18913840,mean_mse,0.10302663791583981,0.10677013746802201,0.0037434995521822,0.0037434995521822,0.036335258802099146,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P01,M3,C10mask_ffa74d4b9a18913840,mean_mae,0.22859689937774874,0.23262676583712255,0.00402986645937381,0.00402986645937381,0.01762870130934974,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_02fb5d3193e32cf780,median_pearson,0.01716957874457055,0.01716957874457055,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_02fb5d3193e32cf780,mean_mse,1.0660893996835534,1.0660893996835534,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_02fb5d3193e32cf780,mean_mae,0.8196619731147021,0.8196619731147021,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M3,C10mask_02fb5d3193e32cf780,median_pearson,0.4263345174037818,0.42633451740378214,3.3306690738754696e-16,3.3306690738754696e-16,7.81233734992419e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M3,C10mask_02fb5d3193e32cf780,mean_mse,0.12491919217631262,0.12491919217631262,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M3,C10mask_02fb5d3193e32cf780,mean_mae,0.26166390635032266,0.26166390635032266,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_02fb5d3193e32cf780,median_pearson,0.01716957874457055,0.0387950096915509,0.02162543094698035,0.02162543094698035,1.259520182102246,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_02fb5d3193e32cf780,mean_mse,1.0660893996835534,1.1649534804750556,0.09886408079150222,0.09886408079150222,0.09273526293465442,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_02fb5d3193e32cf780,mean_mae,0.8196619731147021,0.8658682739067984,0.04620630079209631,0.04620630079209631,0.05637238557806107,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_02fb5d3193e32cf780,median_pearson,0.4263345174037818,0.42673557735080275,0.00040105994702094305,0.00040105994702094305,0.0009407165750107417,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_02fb5d3193e32cf780,mean_mse,0.12491919217631262,0.1245572363773936,-0.0003619557989190114,0.0003619557989190114,-0.0028975195293301464,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_02fb5d3193e32cf780,mean_mae,0.26166390635032266,0.2614687157556565,-0.0001951905946661614,0.0001951905946661614,-0.0007459591863038038,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_02fb5d3193e32cf780,median_pearson,0.01716957874457055,-0.00029382082355331206,-0.01746339956812386,0.01746339956812386,-1.0171128731767065,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_02fb5d3193e32cf780,mean_mse,1.0660893996835534,1.258945303212267,0.19285590352871362,0.19285590352871362,0.1809003105986786,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_02fb5d3193e32cf780,mean_mae,0.8196619731147021,0.8969657641971733,0.07730379108247121,0.07730379108247121,0.0943117939078204,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_02fb5d3193e32cf780,median_pearson,0.4263345174037818,0.4305028323928466,0.004168314989064781,0.004168314989064781,0.009777099481525128,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_02fb5d3193e32cf780,mean_mse,0.12491919217631262,0.12017709641270534,-0.004742095763607276,0.004742095763607276,-0.03796130667347111,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_02fb5d3193e32cf780,mean_mae,0.26166390635032266,0.2571531775338164,-0.004510728816506271,0.004510728816506271,-0.01723863592583987,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_02fb5d3193e32cf780,median_pearson,0.01716957874457055,0.0003793346898501227,-0.016790244054720425,0.016790244054720425,-0.9779065814314123,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_02fb5d3193e32cf780,mean_mse,1.0660893996835534,1.106280158331827,0.040190758648273484,0.040190758648273484,0.03769923860063075,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_02fb5d3193e32cf780,mean_mae,0.8196619731147021,0.8325781284244779,0.012916155309775745,0.012916155309775745,0.01575790476248955,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_02fb5d3193e32cf780,median_pearson,0.4263345174037818,0.4221179386830554,-0.004216578720726394,0.004216578720726394,-0.009890305730823263,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_02fb5d3193e32cf780,mean_mse,0.12491919217631262,0.1321882104701257,0.007269018293813073,0.007269018293813073,0.05818976385592923,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_02fb5d3193e32cf780,mean_mae,0.26166390635032266,0.2695963015258185,0.007932395175495821,0.007932395175495821,0.030315205815492633,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_0335bb7a1235b3a8f5,median_pearson,0.00872335031919562,0.00872335031919562,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_0335bb7a1235b3a8f5,mean_mse,1.0686182610536752,1.0686182610536752,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_0335bb7a1235b3a8f5,mean_mae,0.8211242513191196,0.8211242513191196,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M3,C10mask_0335bb7a1235b3a8f5,median_pearson,0.4367758880895789,0.4367758880895792,2.7755575615628914e-16,2.7755575615628914e-16,6.354649231446697e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M3,C10mask_0335bb7a1235b3a8f5,mean_mse,0.12569712667742658,0.12569712667742658,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M3,C10mask_0335bb7a1235b3a8f5,mean_mae,0.261545311727708,0.261545311727708,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_0335bb7a1235b3a8f5,median_pearson,0.00872335031919562,0.03431500345709022,0.025591653137894597,0.025591653137894597,2.9336954497379857,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_0335bb7a1235b3a8f5,mean_mse,1.0686182610536752,1.1679828594147252,0.09936459836105005,0.09936459836105005,0.0929841852628224,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_0335bb7a1235b3a8f5,mean_mae,0.8211242513191196,0.8678865409212295,0.04676228960210993,0.04676228960210993,0.05694910304620434,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_0335bb7a1235b3a8f5,median_pearson,0.4367758880895789,0.43690204280171263,0.0001261547121337303,0.0001261547121337303,0.000288831676779413,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_0335bb7a1235b3a8f5,mean_mse,0.12569712667742658,0.1253447694213017,-0.0003523572561248689,0.0003523572561248689,-0.0028032244287422305,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_0335bb7a1235b3a8f5,mean_mae,0.261545311727708,0.2613695228377792,-0.00017578888992880737,0.00017578888992880737,-0.0006721163868990291,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_0335bb7a1235b3a8f5,median_pearson,0.00872335031919562,-0.005013172260241699,-0.013736522579437319,0.013736522579437319,-1.574684275743263,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_0335bb7a1235b3a8f5,mean_mse,1.0686182610536752,1.2654170721087814,0.19679881105510622,0.19679881105510622,0.18416193904552908,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_0335bb7a1235b3a8f5,mean_mae,0.8211242513191196,0.9004400671297978,0.07931581581067826,0.07931581581067826,0.09659417035029595,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_0335bb7a1235b3a8f5,median_pearson,0.4367758880895789,0.43924908465491386,0.0024731965653349564,0.0024731965653349564,0.0056623926200516945,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_0335bb7a1235b3a8f5,mean_mse,0.12569712667742658,0.12104093678867558,-0.0046561898887509945,0.0046561898887509945,-0.03704293019123706,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_0335bb7a1235b3a8f5,mean_mae,0.261545311727708,0.25705816274871546,-0.00448714897899255,0.00448714897899255,-0.01715629674013837,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_0335bb7a1235b3a8f5,median_pearson,0.00872335031919562,-0.0037881720452920256,-0.012511522364487646,0.012511522364487646,-1.4342565535808187,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_0335bb7a1235b3a8f5,mean_mse,1.0686182610536752,1.1017872396772532,0.03316897862357804,0.03316897862357804,0.031039127658994786,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_0335bb7a1235b3a8f5,mean_mae,0.8211242513191196,0.8311611514273244,0.010036900108204794,0.010036900108204794,0.012223363385115853,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_0335bb7a1235b3a8f5,median_pearson,0.4367758880895789,0.42897295435006716,-0.0078029337395117415,0.0078029337395117415,-0.01786484545573502,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_0335bb7a1235b3a8f5,mean_mse,0.12569712667742658,0.1328542078651758,0.007157081187749215,0.007157081187749215,0.05693909938065851,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_0335bb7a1235b3a8f5,mean_mae,0.261545311727708,0.26940494278286226,0.007859631055154248,0.007859631055154248,0.030050743418933178,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_25c1238c4e3d440b3f,median_pearson,0.008596195193149834,0.008596195193149834,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_25c1238c4e3d440b3f,mean_mse,1.070854935670332,1.070854935670332,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_25c1238c4e3d440b3f,mean_mae,0.8228050320105805,0.8228050320105805,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M3,C10mask_25c1238c4e3d440b3f,median_pearson,0.4311425716230107,0.43114257162301045,-2.220446049250313e-16,2.220446049250313e-16,-5.150143352561023e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M3,C10mask_25c1238c4e3d440b3f,mean_mse,0.12677055041955063,0.1267705504195506,-2.7755575615628914e-17,2.7755575615628914e-17,-2.1894340226315237e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M3,C10mask_25c1238c4e3d440b3f,mean_mae,0.26218609811451055,0.26218609811451055,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_25c1238c4e3d440b3f,median_pearson,0.008596195193149834,0.015543178463999451,0.006946983270849617,0.006946983270849617,0.8081462920229584,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_25c1238c4e3d440b3f,mean_mse,1.070854935670332,1.169186918969836,0.09833198329950399,0.09833198329950399,0.09182568060719662,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_25c1238c4e3d440b3f,mean_mae,0.8228050320105805,0.8690532213070341,0.04624818929645358,0.04624818929645358,0.056207956316750955,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_25c1238c4e3d440b3f,median_pearson,0.4311425716230107,0.4319251752172864,0.0007826035942757326,0.0007826035942757326,0.0018151851516997445,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_25c1238c4e3d440b3f,mean_mse,0.12677055041955063,0.12637196000240578,-0.00039859041714485066,0.00039859041714485066,-0.003144187793030043,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_25c1238c4e3d440b3f,mean_mae,0.26218609811451055,0.26205995173489566,-0.00012614637961488873,0.00012614637961488873,-0.00048113298348791144,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_25c1238c4e3d440b3f,median_pearson,0.008596195193149834,-0.012824911971131406,-0.02142110716428124,0.02142110716428124,-2.4919288921395557,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_25c1238c4e3d440b3f,mean_mse,1.070854935670332,1.2701082249607882,0.19925328929045616,0.19925328929045616,0.18606935697198604,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_25c1238c4e3d440b3f,mean_mae,0.8228050320105805,0.9022699735469237,0.0794649415363432,0.0794649415363432,0.09657809377048311,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_25c1238c4e3d440b3f,median_pearson,0.4311425716230107,0.43273163843215623,0.0015890668091455562,0.0015890668091455562,0.003685710745667282,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_25c1238c4e3d440b3f,mean_mse,0.12677055041955063,0.12233641865634784,-0.004434131763202787,0.004434131763202787,-0.034977617029569606,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_25c1238c4e3d440b3f,mean_mae,0.26218609811451055,0.25774554899739494,-0.004440549117115611,0.004440549117115611,-0.016936630694950838,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_25c1238c4e3d440b3f,median_pearson,0.008596195193149834,0.00497194513580624,-0.003624250057343594,0.003624250057343594,-0.4216109541383727,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_25c1238c4e3d440b3f,mean_mse,1.070854935670332,1.101556752901292,0.030701817230959882,0.030701817230959882,0.028670379346705077,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_25c1238c4e3d440b3f,mean_mae,0.8228050320105805,0.8318858304977497,0.00908079848716914,0.00908079848716914,0.011036391531271492,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_25c1238c4e3d440b3f,median_pearson,0.4311425716230107,0.4213942059244972,-0.00974836569851345,0.00974836569851345,-0.02261053846252367,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_25c1238c4e3d440b3f,mean_mse,0.12677055041955063,0.13374256392185205,0.006972013502301422,0.006972013502301422,0.05499710681406171,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_25c1238c4e3d440b3f,mean_mae,0.26218609811451055,0.26993355463304863,0.007747456518538087,0.007747456518538087,0.029549455803542884,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_39f9b9c3221f3a400e,median_pearson,0.00951806606282232,0.00951806606282232,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_39f9b9c3221f3a400e,mean_mse,1.0696093726778717,1.0696093726778717,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_39f9b9c3221f3a400e,mean_mae,0.8213658393023929,0.8213658393023929,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M3,C10mask_39f9b9c3221f3a400e,median_pearson,0.42084562155079774,0.4208456215507977,-5.551115123125783e-17,5.551115123125783e-17,-1.3190383453842684e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M3,C10mask_39f9b9c3221f3a400e,mean_mse,0.1273116037497123,0.1273116037497123,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M3,C10mask_39f9b9c3221f3a400e,mean_mae,0.263039901467975,0.263039901467975,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_39f9b9c3221f3a400e,median_pearson,0.00951806606282232,0.01889060860147825,0.009372542538655928,0.009372542538655928,0.9847108096113338,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_39f9b9c3221f3a400e,mean_mse,1.0696093726778717,1.1681796581522232,0.09857028547435154,0.09857028547435154,0.09215540550806056,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_39f9b9c3221f3a400e,mean_mae,0.8213658393023929,0.8675658612062999,0.04620002190390693,0.04620002190390693,0.0562478005454254,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_39f9b9c3221f3a400e,median_pearson,0.42084562155079774,0.41720692534124476,-0.003638696209552983,0.003638696209552983,-0.008646154369254326,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_39f9b9c3221f3a400e,mean_mse,0.1273116037497123,0.12691352595045552,-0.00039807779925676856,0.00039807779925676856,-0.003126799031134412,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_39f9b9c3221f3a400e,mean_mae,0.263039901467975,0.26278322964819895,-0.00025667181977606646,0.00025667181977606646,-0.0009757904346208711,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_39f9b9c3221f3a400e,median_pearson,0.00951806606282232,-0.004707293276203955,-0.014225359339026276,0.014225359339026276,-1.4945640474792141,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_39f9b9c3221f3a400e,mean_mse,1.0696093726778717,1.264258116509485,0.19464874383161335,0.19464874383161335,0.18198115013174498,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_39f9b9c3221f3a400e,mean_mae,0.8213658393023929,0.8998913270174485,0.07852548771505552,0.07852548771505552,0.09560354711336574,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_39f9b9c3221f3a400e,median_pearson,0.42084562155079774,0.43723769105378524,0.016392069502987494,0.016392069502987494,0.03895031494585457,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_39f9b9c3221f3a400e,mean_mse,0.1273116037497123,0.12256046570658671,-0.0047511380431255745,0.0047511380431255745,-0.03731897095936404,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_39f9b9c3221f3a400e,mean_mae,0.263039901467975,0.25845609577024575,-0.00458380569772926,0.00458380569772926,-0.017426275147412705,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_39f9b9c3221f3a400e,median_pearson,0.00951806606282232,-0.003492269304995741,-0.013010335367818062,0.013010335367818062,-1.3669095467446466,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_39f9b9c3221f3a400e,mean_mse,1.0696093726778717,1.1065957742108032,0.036986401532931534,0.036986401532931534,0.03457935436778425,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_39f9b9c3221f3a400e,mean_mae,0.8213658393023929,0.8334828384348056,0.012116999132412709,0.012116999132412709,0.014752256001666672,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_39f9b9c3221f3a400e,median_pearson,0.42084562155079774,0.4057174336584575,-0.015128187892340217,0.015128187892340217,-0.035947119603130254,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_39f9b9c3221f3a400e,mean_mse,0.1273116037497123,0.13461255586238877,0.007300952112676479,0.007300952112676479,0.05734710660804929,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_39f9b9c3221f3a400e,mean_mae,0.263039901467975,0.27110152541035987,0.008061623942384855,0.008061623942384855,0.030647912721204974,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_8aaac3eab95867cc3f,median_pearson,0.010274567330744161,0.010274567330744161,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_8aaac3eab95867cc3f,mean_mse,1.05710437829519,1.05710437829519,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_8aaac3eab95867cc3f,mean_mae,0.8163765485305166,0.8163765485305166,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M3,C10mask_8aaac3eab95867cc3f,median_pearson,0.42293016188616983,0.42293016188616983,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_8aaac3eab95867cc3f,median_pearson,0.010274567330744161,0.00577646726219376,-0.004498100068550401,0.004498100068550401,-0.43778973106642877,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_8aaac3eab95867cc3f,mean_mse,1.05710437829519,1.251702523528245,0.19459814523305496,0.19459814523305496,0.18408602710253327,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_8aaac3eab95867cc3f,mean_mae,0.8163765485305166,0.8948248644542238,0.07844831592370727,0.07844831592370727,0.09609329918272981,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_8aaac3eab95867cc3f,mean_mse,1.05710437829519,1.0955131551609676,0.03840877686577748,0.03840877686577748,0.03633394928107285,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_8aaac3eab95867cc3f,mean_mae,0.8163765485305166,0.8281419436323365,0.011765395101819953,0.011765395101819953,0.01441172596517838,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_8aaac3eab95867cc3f,median_pearson,0.42293016188616983,0.4191904394800618,-0.003739722406108037,0.003739722406108037,-0.008842411213779948,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_b0361623ea42535a8d,mean_mse,0.12344730850118438,0.12304982563027368,-0.00039748287091069534,0.00039748287091069534,-0.003219858543184697,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_b0361623ea42535a8d,mean_mae,0.2592866345154015,0.2590446928048411,-0.00024194171056041158,0.00024194171056041158,-0.0009331052138980976,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_b0361623ea42535a8d,median_pearson,0.009579508836232972,0.008194899395985467,-0.0013846094402475053,0.0013846094402475053,-0.1445386672655324,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_b0361623ea42535a8d,mean_mse,1.0694895955480304,1.2652450123658507,0.19575541681782038,0.19575541681782038,0.18303629846675687,per-mask panel 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numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_c33c45cf0a0db75b9e,median_pearson,0.4438676913262366,0.4442900716318573,0.0004223803056206954,0.0004223803056206954,0.0009515905614996693,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_c33c45cf0a0db75b9e,mean_mse,0.1299406395571786,0.12951444754086897,-0.00042619201630964,0.00042619201630964,-0.0032798977884213047,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_c33c45cf0a0db75b9e,mean_mae,0.2667065545623025,0.26654396328949653,-0.00016259127280598973,0.00016259127280598973,-0.0006096260853911954,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_c33c45cf0a0db75b9e,median_pearson,-8.040206143811986e-05,-0.01667284152056488,-0.01659243945912676,0.01659243945912676,-206.3683338753306,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_c33c45cf0a0db75b9e,mean_mae,0.8197109758016456,0.8324107998167718,0.012699824015126149,0.012699824015126149,0.015493051075357643,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_c33c45cf0a0db75b9e,median_pearson,0.4438676913262366,0.43963237899653634,-0.004235312329700258,0.004235312329700258,-0.00954183512894468,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_c33c45cf0a0db75b9e,mean_mse,0.1299406395571786,0.1373342844308226,0.007393644873643995,0.007393644873643995,0.05690017302393315,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_c33c45cf0a0db75b9e,mean_mae,0.2667065545623025,0.2747184901625431,0.008011935600240605,0.008011935600240605,0.03004026508980686,per-mask panel 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C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_d4001a9ea9fe280223,median_pearson,-0.0022056111765153424,-0.010251715133489221,-0.00804610395697388,0.00804610395697388,-3.6480155898039857,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_d4001a9ea9fe280223,mean_mse,1.0727687482637507,1.2657029035680862,0.19293415530433555,0.19293415530433555,0.17984692005298872,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_d4001a9ea9fe280223,mean_mae,0.8229154262410943,0.9004182969341875,0.07750287069309325,0.07750287069309325,0.09418084559079196,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_d4001a9ea9fe280223,median_pearson,0.4260489577493227,0.43061502029815,0.004566062548827299,0.004566062548827299,0.010717225017867227,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_d4001a9ea9fe280223,mean_mse,0.129210753886274,0.12446381904081269,-0.00474693484546132,0.00474693484546132,-0.03673792391645185,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_d4001a9ea9fe280223,mean_mae,0.26540024967509696,0.2607809539183732,-0.0046192957567237625,0.0046192957567237625,-0.017405016620665223,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_d4001a9ea9fe280223,median_pearson,-0.0022056111765153424,-0.003977935286065903,-0.0017723241095505605,0.0017723241095505605,-0.8035523796858273,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_d4001a9ea9fe280223,mean_mae,0.26540024967509696,0.2732481243334137,0.007847874658316767,0.007847874658316767,0.02956995959093534,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M0,C10mask_f857f72fbecb50c59f,median_pearson,0.014178816606844473,0.014178816606844473,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_f857f72fbecb50c59f,mean_mse,1.066427621476408,1.066427621476408,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P02,M0,C10mask_f857f72fbecb50c59f,mean_mae,0.8203900498600266,0.8203900498600266,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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export,seed0, +tier_b_primary_mask,BASS_P02,M3,C10mask_f857f72fbecb50c59f,mean_mae,0.2627053951712649,0.2624697261828227,-0.00023566898844218365,0.00023566898844218365,-0.0008970846917268088,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P02,M0,C10mask_f857f72fbecb50c59f,median_pearson,0.014178816606844473,0.0042390992450412005,-0.009939717361803272,0.009939717361803272,-0.7010258780697621,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_f857f72fbecb50c59f,mean_mse,1.066427621476408,1.2616897478355176,0.19526212635910967,0.19526212635910967,0.18309927690055555,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M0,C10mask_f857f72fbecb50c59f,mean_mae,0.8203900498600266,0.8994079129987951,0.07901786313876846,0.07901786313876846,0.09631743236311842,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_f857f72fbecb50c59f,median_pearson,0.4285802587697908,0.435464500300619,0.006884241530828228,0.006884241530828228,0.01606289928189636,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_f857f72fbecb50c59f,mean_mse,0.12654345194442068,0.12186021934133874,-0.004683232603081941,0.004683232603081941,-0.03700888928760115,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P02,M3,C10mask_f857f72fbecb50c59f,mean_mae,0.2627053951712649,0.25833463055624156,-0.004370764615023337,0.004370764615023337,-0.01663751371445537,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_f857f72fbecb50c59f,mean_mse,0.12654345194442068,0.13372588573197858,0.007182433787557896,0.007182433787557896,0.05675863647778869,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P02,M3,C10mask_f857f72fbecb50c59f,mean_mae,0.2627053951712649,0.2705051948685277,0.007799799697262799,0.007799799697262799,0.02969029125640109,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P03,M0,C10mask_2dba435f54a3f572cf,median_pearson,0.031186342519081242,0.031186342519081242,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P03,M0,C10mask_2dba435f54a3f572cf,mean_mse,2.58360265928797,2.58360265928797,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed2, +tier_b_primary_mask,BASS_P03,M3,C10mask_4f00cd40541cca92df,mean_mae,0.20932950889092938,0.20889554550573258,-0.00043396338519680056,0.00043396338519680056,-0.002073111371139346,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P03,M0,C10mask_55d59b559a088056dc,median_pearson,0.02362465049404169,0.02362465049404169,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P03,M0,C10mask_55d59b559a088056dc,mean_mse,2.5920044267057474,2.5920044267057474,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P03,M0,C10mask_55d59b559a088056dc,mean_mae,1.420929104697359,1.420929104697359,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P03,M3,C10mask_55d59b559a088056dc,mean_mae,0.20684322589296283,0.2076353513510815,0.0007921254581186588,0.0007921254581186588,0.00382959342612732,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P03,M0,C10mask_55d59b559a088056dc,median_pearson,0.02362465049404169,0.02954741642066956,0.005922765926627872,0.005922765926627872,0.2507027957142323,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M0,C10mask_55d59b559a088056dc,mean_mse,2.5920044267057474,2.9545270958179355,0.3625226691121881,0.3625226691121881,0.1398619020002711,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M0,C10mask_55d59b559a088056dc,mean_mae,1.420929104697359,1.5229733396263851,0.10204423492902626,0.10204423492902626,0.07181514868805539,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M3,C10mask_55d59b559a088056dc,median_pearson,0.5560370928970283,0.5443183182582209,-0.011718774638807439,0.011718774638807439,-0.021075526774214003,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M3,C10mask_55d59b559a088056dc,mean_mse,0.08836500886522995,0.08840729340810573,4.2284542875775655e-05,4.2284542875775655e-05,0.0004785213448036428,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M3,C10mask_55d59b559a088056dc,mean_mae,0.20684322589296283,0.20835828002189627,0.0015150541289334352,0.0015150541289334352,0.007324649489451711,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M0,C10mask_55d59b559a088056dc,median_pearson,0.02362465049404169,0.01983327172998952,-0.0037913787640521703,0.0037913787640521703,-0.16048401499139145,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P03,M0,C10mask_55d59b559a088056dc,mean_mse,2.5920044267057474,2.347107470166286,-0.2448969565394612,0.2448969565394612,-0.0944816891577256,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P03,M0,C10mask_55d59b559a088056dc,mean_mae,1.420929104697359,1.3378731034731053,-0.0830560012242536,0.0830560012242536,-0.05845189668484097,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P03,M3,C10mask_55d59b559a088056dc,median_pearson,0.5560370928970283,0.5558414556058636,-0.0001956372911646742,0.0001956372911646742,-0.0003518421588483918,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed0, +tier_b_primary_mask,BASS_P03,M3,C10mask_7f8c6ad2f09dc85906,mean_mse,0.08827499374697619,0.08869308059881159,0.00041808685183540584,0.00041808685183540584,0.004736186705759208,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P03,M3,C10mask_7f8c6ad2f09dc85906,mean_mae,0.20641351388982368,0.20719855060999415,0.0007850367201704678,0.0007850367201704678,0.0038032234681567067,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P03,M0,C10mask_7f8c6ad2f09dc85906,median_pearson,0.033319626836426496,0.02928924121736492,-0.004030385619061577,0.004030385619061577,-0.12096130724535548,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M0,C10mask_7f8c6ad2f09dc85906,mean_mse,2.6042692690777374,2.9652385777735435,0.3609693086958061,0.3609693086958061,0.1386067535265422,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M0,C10mask_7f8c6ad2f09dc85906,mean_mae,1.4267307475773086,1.5286058007348933,0.10187505315758472,0.10187505315758472,0.07140454029646161,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M3,C10mask_7f8c6ad2f09dc85906,median_pearson,0.5444234691958193,0.5454801070820138,0.001056637886194478,0.001056637886194478,0.0019408382371084456,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M3,C10mask_7f8c6ad2f09dc85906,mean_mse,0.08827499374697619,0.08834085335133582,6.585960435963323e-05,6.585960435963323e-05,0.000746073169355384,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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export,seed2, +tier_b_primary_mask,BASS_P03,M3,C10mask_7f8c6ad2f09dc85906,median_pearson,0.5444234691958193,0.5433330767796314,-0.001090392416187913,0.001090392416187913,-0.002002838742052317,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P03,M3,C10mask_7f8c6ad2f09dc85906,mean_mse,0.08827499374697619,0.0886749545711753,0.0003999608241991165,0.0003999608241991165,0.0045308507791632325,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P03,M3,C10mask_7f8c6ad2f09dc85906,mean_mae,0.20641351388982368,0.20589549610029656,-0.0005180177895271199,0.0005180177895271199,-0.0025096117970435775,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P03,M0,C10mask_8e428aeb47f754f4f0,median_pearson,0.054616677855345776,0.054616677855345776,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P03,M0,C10mask_8e428aeb47f754f4f0,mean_mse,2.5807627246333285,2.5807627246333285,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P03,M0,C10mask_8e428aeb47f754f4f0,mean_mae,1.4180143125684233,1.4180143125684233,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P03,M3,C10mask_8e428aeb47f754f4f0,median_pearson,0.5215719282122667,0.5215719282122666,-1.1102230246251565e-16,1.1102230246251565e-16,-2.1286096213623742e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P03,M3,C10mask_8e428aeb47f754f4f0,mean_mse,0.0892989102288205,0.0892989102288205,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P03,M3,C10mask_8e428aeb47f754f4f0,median_pearson,0.5215719282122667,0.5211163136597796,-0.0004556145524871047,0.0004556145524871047,-0.0008735411701484075,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P03,M3,C10mask_8e428aeb47f754f4f0,mean_mse,0.0892989102288205,0.08965501429760409,0.0003561040687835859,0.0003561040687835859,0.003987776198736367,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P03,M3,C10mask_8e428aeb47f754f4f0,mean_mae,0.20772568641045747,0.2084258702047538,0.000700183794296344,0.000700183794296344,0.0033707135905802687,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P03,M0,C10mask_8e428aeb47f754f4f0,median_pearson,0.054616677855345776,0.05076035451457993,-0.003856323340765848,0.003856323340765848,-0.07060706531765733,per-mask panel 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C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P03,M0,C10mask_923a0e6ab176af7b89,median_pearson,0.03656788814137988,0.036075584205902414,-0.0004923039354774658,0.0004923039354774658,-0.013462739045090747,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M0,C10mask_923a0e6ab176af7b89,mean_mse,2.5725472638529947,2.929816190881575,0.3572689270285805,0.3572689270285805,0.13887749782038453,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M0,C10mask_923a0e6ab176af7b89,mean_mae,1.4143764772409129,1.516044494373156,0.10166801713224305,0.10166801713224305,0.07188186368213036,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M3,C10mask_923a0e6ab176af7b89,median_pearson,0.5377097280901443,0.5368813054142135,-0.0008284226759307511,0.0008284226759307511,-0.0015406503409807575,per-mask panel 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numerical export,seed0, +tier_b_primary_mask,BASS_P03,M3,C10mask_9ae3825e102f7a0f93,mean_mae,0.20834444451131628,0.2090678169103587,0.0007233723990424101,0.0007233723990424101,0.003472002340830931,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P03,M0,C10mask_9ae3825e102f7a0f93,median_pearson,0.028308250807399796,0.0339754293803274,0.0056671785729276065,0.0056671785729276065,0.2001952932904707,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M0,C10mask_9ae3825e102f7a0f93,mean_mse,2.5901988686537383,2.9546256732449665,0.3644268045912282,0.3644268045912282,0.14069452697299642,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P03,M0,C10mask_9ae3825e102f7a0f93,mean_mae,1.4210554920937821,1.524087315369802,0.1030318232760199,0.1030318232760199,0.0725037296919439,per-mask panel metric,APPROXIMATE_RETRAIN,original 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numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_1214a0e81872261fa9,mean_mse,0.12411081133136108,0.12211799645640734,-0.001992814874953744,0.001992814874953744,-0.016056738760922007,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_1214a0e81872261fa9,mean_mae,0.2592878223879325,0.2574593510196367,-0.0018284713682958365,0.0018284713682958365,-0.007051898355489197,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_1214a0e81872261fa9,median_pearson,-0.03943672152021384,-0.05032093325652673,-0.01088421173631289,0.01088421173631289,-0.2759917994383493,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_1214a0e81872261fa9,mean_mse,1.8566747860285298,1.6922799047587112,-0.1643948812698186,0.1643948812698186,-0.08854263681873067,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_1214a0e81872261fa9,mean_mae,1.167531287828277,1.0984958475331152,-0.06903544029516184,0.06903544029516184,-0.05912941350254908,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_1214a0e81872261fa9,median_pearson,0.3376021296640971,0.3360692933935999,-0.001532836270497162,0.001532836270497162,-0.004540363154765296,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_1214a0e81872261fa9,mean_mse,0.12411081133136108,0.12687469474421487,0.0027638834128537876,0.0027638834128537876,0.02226948146744886,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_1214a0e81872261fa9,mean_mae,0.2592878223879325,0.2623355376518941,0.003047715263961581,0.003047715263961581,0.011754178178880121,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_157fc90fa17c38bbf4,median_pearson,-0.028651804306942842,-0.028651804306942842,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_157fc90fa17c38bbf4,mean_mse,1.9004326076854607,1.9004326076854607,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_157fc90fa17c38bbf4,mean_mae,1.182502262583256,1.182502262583256,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_157fc90fa17c38bbf4,median_pearson,0.3125473313612612,0.31254733136126134,1.1102230246251565e-16,1.1102230246251565e-16,3.5521756650095763e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_157fc90fa17c38bbf4,mean_mse,0.12168563489949107,0.12168563489949107,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_157fc90fa17c38bbf4,mean_mae,0.2575230254939014,0.2575230254939014,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_157fc90fa17c38bbf4,median_pearson,-0.028651804306942842,-0.02472776024093827,0.003924044066004571,0.003924044066004571,0.13695626369518746,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_157fc90fa17c38bbf4,mean_mse,1.9004326076854607,2.052855173400831,0.15242256571537038,0.15242256571537038,0.08020414146703472,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_157fc90fa17c38bbf4,mean_mae,1.182502262583256,1.2314402484007771,0.04893798581752118,0.04893798581752118,0.04138510966618605,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_157fc90fa17c38bbf4,median_pearson,0.3125473313612612,0.3128455223685222,0.0002981910072609728,0.0002981910072609728,0.0009540667199500273,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_157fc90fa17c38bbf4,mean_mse,0.12168563489949107,0.12192483612482267,0.00023920122533160892,0.00023920122533160892,0.0019657310045609116,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_157fc90fa17c38bbf4,mean_mae,0.2575230254939014,0.2579115900470595,0.00038856455315811056,0.00038856455315811056,0.0015088536351764495,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_157fc90fa17c38bbf4,median_pearson,-0.028651804306942842,-0.02463864356310922,0.004013160743833621,0.004013160743833621,0.140066597581122,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_157fc90fa17c38bbf4,mean_mse,1.9004326076854607,2.093353878160784,0.19292127047532337,0.19292127047532337,0.10151439714049236,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_157fc90fa17c38bbf4,mean_mae,1.182502262583256,1.2499413419621235,0.0674390793788675,0.0674390793788675,0.05703082481342766,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_157fc90fa17c38bbf4,median_pearson,0.3125473313612612,0.3140338111631212,0.0014864798018599523,0.0014864798018599523,0.004756015018223875,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_157fc90fa17c38bbf4,mean_mse,0.12168563489949107,0.11995054831896804,-0.0017350865805230292,0.0017350865805230292,-0.0142587626054313,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_157fc90fa17c38bbf4,mean_mae,0.2575230254939014,0.25589965819264054,-0.0016233673012608363,0.0016233673012608363,-0.006303775354251888,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_157fc90fa17c38bbf4,median_pearson,-0.028651804306942842,-0.029152759661651567,-0.000500955354708725,0.000500955354708725,-0.017484251579483762,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_157fc90fa17c38bbf4,mean_mse,1.9004326076854607,1.7365399251234654,-0.1638926825619953,0.1638926825619953,-0.08623967085136494,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_157fc90fa17c38bbf4,mean_mae,1.182502262583256,1.1133166339152454,-0.06918562866801059,0.06918562866801059,-0.05850781927204936,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_157fc90fa17c38bbf4,median_pearson,0.3125473313612612,0.31243939921275476,-0.00010793214850646216,0.00010793214850646216,-0.0003453305713293953,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_157fc90fa17c38bbf4,mean_mse,0.12168563489949107,0.12428973554740926,0.0026041006479181894,0.0026041006479181894,0.02140023060297219,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_157fc90fa17c38bbf4,mean_mae,0.2575230254939014,0.26051976360310813,0.0029967381092067535,0.0029967381092067535,0.011636777346256061,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_1b8031de55ccc30dab,median_pearson,-0.05115459785390081,-0.05115459785390081,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_1b8031de55ccc30dab,mean_mse,1.8683551473899542,1.8683551473899542,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_1b8031de55ccc30dab,mean_mae,1.1703783499051859,1.1703783499051859,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_1b8031de55ccc30dab,median_pearson,0.29807569568871567,0.2980756956887156,-5.551115123125783e-17,5.551115123125783e-17,-1.8623172581379747e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_1b8031de55ccc30dab,mean_mse,0.12859572952408724,0.12859572952408724,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_1b8031de55ccc30dab,mean_mae,0.2641918713137447,0.26419187131374466,-5.551115123125783e-17,5.551115123125783e-17,-2.1011680244065795e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_1b8031de55ccc30dab,median_pearson,-0.05115459785390081,-0.041748658803030955,0.009405939050869852,0.009405939050869852,0.1838727982523393,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_1b8031de55ccc30dab,mean_mse,1.8683551473899542,2.0184102062722213,0.1500550588822671,0.1500550588822671,0.08031399120873262,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_1b8031de55ccc30dab,mean_mae,1.1703783499051859,1.2186004324798052,0.04822208257461935,0.04822208257461935,0.04120213141205653,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_1b8031de55ccc30dab,median_pearson,0.29807569568871567,0.2974645267077821,-0.0006111689809335519,0.0006111689809335519,-0.0020503817982255204,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_1b8031de55ccc30dab,mean_mse,0.12859572952408724,0.1288555487127855,0.0002598191886982737,0.0002598191886982737,0.002020434035094509,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_1b8031de55ccc30dab,mean_mae,0.2641918713137447,0.26460822168800624,0.00041635037426152044,0.00041635037426152044,0.001575939381447046,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_1b8031de55ccc30dab,median_pearson,-0.05115459785390081,-0.04699571077189552,0.0041588870820052845,0.0041588870820052845,0.0813003572793828,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_1b8031de55ccc30dab,mean_mse,1.8683551473899542,2.0636488898674217,0.19529374247746745,0.19529374247746745,0.10452709847498103,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_1b8031de55ccc30dab,mean_mae,1.1703783499051859,1.2388743598865883,0.06849600998140248,0.06849600998140248,0.05852467280085235,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_1b8031de55ccc30dab,median_pearson,0.29807569568871567,0.2967672508356596,-0.00130844485305609,0.00130844485305609,-0.004389639517683172,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_1b8031de55ccc30dab,mean_mse,0.12859572952408724,0.1262759170191231,-0.0023198125049641305,0.0023198125049641305,-0.018039576536090236,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_1b8031de55ccc30dab,mean_mae,0.2641918713137447,0.2622356406325743,-0.001956230681170401,0.001956230681170401,-0.0074045831593631895,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_1b8031de55ccc30dab,median_pearson,-0.05115459785390081,-0.054895387484592266,-0.0037407896306914587,0.0037407896306914587,-0.0731271437491362,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_1b8031de55ccc30dab,mean_mse,1.8683551473899542,1.7061161732821528,-0.16223897410780141,0.16223897410780141,-0.08683518994471968,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_1b8031de55ccc30dab,mean_mae,1.1703783499051859,1.1026017738428862,-0.0677765760622997,0.0677765760622997,-0.05790997079516242,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_1b8031de55ccc30dab,median_pearson,0.29807569568871567,0.29840611190218774,0.0003304162134720734,0.0003304162134720734,0.0011084976677103234,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_1b8031de55ccc30dab,mean_mse,0.12859572952408724,0.13177799725797895,0.003182267733891714,0.003182267733891714,0.02474629403067109,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_1b8031de55ccc30dab,mean_mae,0.2641918713137447,0.26750482657498453,0.003312955261239814,0.003312955261239814,0.012539959101563226,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_3e13e9096c670a07ff,median_pearson,-0.05717684405385954,-0.05717684405385954,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_3e13e9096c670a07ff,mean_mse,1.8953850446184908,1.8953850446184908,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_3e13e9096c670a07ff,mean_mae,1.181081164949773,1.181081164949773,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_3e13e9096c670a07ff,median_pearson,0.2861239761220764,0.2861239761220763,-1.1102230246251565e-16,1.1102230246251565e-16,-3.880216679749598e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_3e13e9096c670a07ff,mean_mse,0.12627150294115289,0.12627150294115289,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_3e13e9096c670a07ff,mean_mae,0.262320103632704,0.262320103632704,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_3e13e9096c670a07ff,median_pearson,-0.05717684405385954,-0.06021677280226733,-0.0030399287484077914,0.0030399287484077914,-0.05316713083261878,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_3e13e9096c670a07ff,mean_mse,1.8953850446184908,2.047259253469256,0.1518742088507654,0.1518742088507654,0.08012841996510274,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_3e13e9096c670a07ff,mean_mae,1.181081164949773,1.2293063916813751,0.04822522673160212,0.04822522673160212,0.04083142476804544,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_3e13e9096c670a07ff,mean_mse,1.8953850446184908,2.0902349322586113,0.19484988764012057,0.19484988764012057,0.10280227133444571,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_3e13e9096c670a07ff,mean_mae,1.181081164949773,1.2496306649325075,0.06854949998273452,0.06854949998273452,0.058039618289611516,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_3e13e9096c670a07ff,median_pearson,0.2861239761220764,0.2932488119414166,0.007124835819340203,0.007124835819340203,0.024901219100563428,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_3e13e9096c670a07ff,mean_mae,1.181081164949773,1.1124356333460836,-0.06864553160368936,0.06864553160368936,-0.058120926521259525,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_3e13e9096c670a07ff,median_pearson,0.2861239761220764,0.2855788933617726,-0.0005450827603037944,0.0005450827603037944,-0.0019050579671492885,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_3e13e9096c670a07ff,mean_mse,0.12627150294115289,0.12925242512388052,0.0029809221827276355,0.0029809221827276355,0.023607244020187625,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_3e13e9096c670a07ff,mean_mae,0.262320103632704,0.2654892853338636,0.0031691817011595957,0.0031691817011595957,0.012081352733822597,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_43f9fd8bdc59e12916,median_pearson,-0.036174222166032464,-0.036174222166032464,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_43f9fd8bdc59e12916,mean_mse,1.8765514774189154,1.8765514774189154,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_43f9fd8bdc59e12916,mean_mae,1.1741223852991989,1.1741223852991989,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_43f9fd8bdc59e12916,median_pearson,0.3146244730072764,0.3146244730072763,-1.1102230246251565e-16,1.1102230246251565e-16,-3.528724304289832e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_43f9fd8bdc59e12916,mean_mse,0.12789860109313073,0.12789860109313073,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_43f9fd8bdc59e12916,mean_mae,0.2628037083890419,0.2628037083890419,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_43f9fd8bdc59e12916,median_pearson,-0.036174222166032464,-0.03493427568859479,0.0012399464774376714,0.0012399464774376714,0.03427707365058368,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_43f9fd8bdc59e12916,mean_mse,1.8765514774189154,2.027250819913707,0.15069934249479178,0.15069934249479178,0.08030653265215497,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_43f9fd8bdc59e12916,mean_mae,1.1741223852991989,1.2226876973113787,0.04856531201217984,0.04856531201217984,0.04136307476993044,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_43f9fd8bdc59e12916,median_pearson,0.3146244730072764,0.3140286716716044,-0.0005958013356719971,0.0005958013356719971,-0.001893690373088739,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_43f9fd8bdc59e12916,mean_mse,0.12789860109313073,0.1281162642169268,0.00021766312379606356,0.00021766312379606356,0.001701841317541619,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_43f9fd8bdc59e12916,mean_mae,0.2628037083890419,0.26329962014249675,0.0004959117534548696,0.0004959117534548696,0.0018870043976729044,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_43f9fd8bdc59e12916,median_pearson,-0.036174222166032464,-0.029964096587002585,0.00621012557902988,0.00621012557902988,0.17167267759142524,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_43f9fd8bdc59e12916,mean_mse,1.8765514774189154,2.0721024158599817,0.1955509384410663,0.1955509384410663,0.10420760676921847,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_43f9fd8bdc59e12916,mean_mae,1.1741223852991989,1.2426477854924403,0.06852540019324138,0.06852540019324138,0.05836308126923175,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_43f9fd8bdc59e12916,median_pearson,0.3146244730072764,0.31566783339074467,0.0010433603834682503,0.0010433603834682503,0.0033162086009886466,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_43f9fd8bdc59e12916,mean_mse,0.12789860109313073,0.1258198990285876,-0.0020787020645431364,0.0020787020645431364,-0.01625273495391484,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_43f9fd8bdc59e12916,mean_mae,0.2628037083890419,0.2607682886441028,-0.002035419744939093,0.002035419744939093,-0.007745019114897558,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_43f9fd8bdc59e12916,median_pearson,-0.036174222166032464,-0.04040155943389098,-0.004227337267858518,0.004227337267858518,-0.11686048834597972,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_43f9fd8bdc59e12916,mean_mse,1.8765514774189154,1.7137035100591322,-0.16284796735978313,0.16284796735978313,-0.08678044238028088,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_43f9fd8bdc59e12916,mean_mae,1.1741223852991989,1.1056294206044677,-0.0684929646947312,0.0684929646947312,-0.05833545595613297,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_43f9fd8bdc59e12916,median_pearson,0.3146244730072764,0.3140978866604403,-0.0005265863468361109,0.0005265863468361109,-0.0016736979860556887,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_43f9fd8bdc59e12916,mean_mse,0.12789860109313073,0.13088275775683378,0.0029841566637030525,0.0029841566637030525,0.02333220721882726,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_43f9fd8bdc59e12916,mean_mae,0.2628037083890419,0.266083757120474,0.003280048731432117,0.003280048731432117,0.012480983436415181,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_55b939587d38a96bcb,median_pearson,-0.029879619893789917,-0.029879619893789917,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_55b939587d38a96bcb,mean_mse,1.8882087395899019,1.8882087395899019,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_55b939587d38a96bcb,mean_mae,1.1774797098965748,1.1774797098965748,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_55b939587d38a96bcb,median_pearson,0.33239498312097937,0.3323949831209794,5.551115123125783e-17,5.551115123125783e-17,1.6700357722021887e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_55b939587d38a96bcb,mean_mse,0.12439094455248831,0.12439094455248831,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_55b939587d38a96bcb,mean_mae,0.2603207225688868,0.2603207225688868,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_55b939587d38a96bcb,median_pearson,-0.029879619893789917,-0.025592528122719484,0.004287091771070433,0.004287091771070433,0.1434787921101181,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_55b939587d38a96bcb,mean_mae,0.2603207225688868,0.26069448461438627,0.00037376204549949277,0.00037376204549949277,0.0014357752306890853,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_55b939587d38a96bcb,median_pearson,-0.029879619893789917,-0.0295225818692264,0.0003570380245635184,0.0003570380245635184,0.011949215747477565,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_55b939587d38a96bcb,mean_mse,1.8882087395899019,2.084759777371112,0.19655103778121008,0.19655103778121008,0.1040939138031417,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_55b939587d38a96bcb,mean_mae,1.1774797098965748,1.2461768751911628,0.06869716529458803,0.06869716529458803,0.05834254698165637,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_55b939587d38a96bcb,median_pearson,0.33239498312097937,0.3306040184976233,-0.001790964623356095,0.001790964623356095,-0.005388061536128091,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_55b939587d38a96bcb,mean_mse,0.12439094455248831,0.12227785752903575,-0.002113087023452559,0.002113087023452559,-0.01698746666049244,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_55b939587d38a96bcb,mean_mae,0.2603207225688868,0.2584038331744447,-0.0019168893944420673,0.0019168893944420673,-0.0073635681997418195,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_55b939587d38a96bcb,median_pearson,-0.029879619893789917,-0.03913916054208857,-0.009259540648298651,0.009259540648298651,-0.3098948608185984,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_55b939587d38a96bcb,mean_mse,1.8882087395899019,1.7238785696356271,-0.16433016995427474,0.16433016995427474,-0.08702966282740829,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_55b939587d38a96bcb,mean_mae,1.1774797098965748,1.1089254556473513,-0.06855425424922346,0.06855425424922346,-0.05822117669887067,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_55b939587d38a96bcb,median_pearson,0.33239498312097937,0.3255166217294909,-0.006878361391488452,0.006878361391488452,-0.02069333696587408,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_55b939587d38a96bcb,mean_mse,0.12439094455248831,0.12732882873339238,0.0029378841809040712,0.0029378841809040712,0.02361815155816583,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_55b939587d38a96bcb,mean_mae,0.2603207225688868,0.26357523161114704,0.0032545090422602674,0.0032545090422602674,0.012501920746624581,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_631661e637091853bf,median_pearson,-0.025028975088914558,-0.025028975088914558,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_631661e637091853bf,mean_mse,1.889490181997841,1.889490181997841,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_631661e637091853bf,mean_mae,1.1790535702753788,1.1790535702753788,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_631661e637091853bf,median_pearson,0.33259781949642225,0.33259781949642225,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_631661e637091853bf,mean_mse,0.12252640287958241,0.12252640287958241,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_631661e637091853bf,mean_mae,0.2579334966221041,0.2579334966221041,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_631661e637091853bf,median_pearson,-0.025028975088914558,-0.036624450353346216,-0.011595475264431658,0.011595475264431658,-0.4632820650162117,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_631661e637091853bf,mean_mse,1.889490181997841,2.043965482641086,0.15447530064324488,0.15447530064324488,0.08175501630810876,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_631661e637091853bf,mean_mae,1.1790535702753788,1.2283626691039289,0.04930909882855006,0.04930909882855006,0.0418209147333598,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_631661e637091853bf,median_pearson,0.33259781949642225,0.33244979783143136,-0.00014802166499089386,0.00014802166499089386,-0.00044504700967375443,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_631661e637091853bf,mean_mse,0.12252640287958241,0.12311838216730306,0.0005919792877206453,0.0005919792877206453,0.004831442642631368,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_631661e637091853bf,mean_mae,0.2579334966221041,0.25861336923544703,0.0006798726133429578,0.0006798726133429578,0.002635844596559061,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_631661e637091853bf,median_pearson,-0.025028975088914558,-0.02348724687254556,0.0015417282163689983,0.0015417282163689983,0.06159773665889485,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_631661e637091853bf,mean_mse,1.889490181997841,2.084083219766323,0.19459303776848214,0.19459303776848214,0.10298705948433687,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_631661e637091853bf,mean_mae,1.1790535702753788,1.2475914202095444,0.06853784993416556,0.06853784993416556,0.05812954700451644,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_631661e637091853bf,median_pearson,0.33259781949642225,0.33612014461385187,0.0035223251174296144,0.0035223251174296144,0.010590343384579837,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_631661e637091853bf,mean_mse,0.12252640287958241,0.12049853392901311,-0.002027868950569306,0.002027868950569306,-0.016550465066392857,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_631661e637091853bf,mean_mae,0.2579334966221041,0.25594203403427884,-0.0019914625878252323,0.0019914625878252323,-0.007720837401521778,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_631661e637091853bf,median_pearson,-0.025028975088914558,-0.032613257072961706,-0.007584281984047148,0.007584281984047148,-0.30302007801375214,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_631661e637091853bf,mean_mse,1.889490181997841,1.7229116653325005,-0.1665785166653404,0.1665785166653404,-0.0881605621730247,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_631661e637091853bf,mean_mae,1.1790535702753788,1.109228336173526,-0.06982523410185282,0.06982523410185282,-0.059221426288157956,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_631661e637091853bf,median_pearson,0.33259781949642225,0.32776647681928983,-0.004831342677132422,0.004831342677132422,-0.0145260804308562,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_631661e637091853bf,mean_mse,0.12252640287958241,0.12508196576942082,0.0025555628898384086,0.0025555628898384086,0.02085724243737072,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_631661e637091853bf,mean_mae,0.2579334966221041,0.26100339625655616,0.003069899634452089,0.003069899634452089,0.011901903687018092,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_631c3987bfaecb2059,median_pearson,-0.03974620982467043,-0.03974620982467043,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_631c3987bfaecb2059,mean_mse,1.8770985842020698,1.8770985842020698,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_631c3987bfaecb2059,mean_mae,1.17403384718809,1.17403384718809,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_631c3987bfaecb2059,median_pearson,0.31880269197425926,0.31880269197425926,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_631c3987bfaecb2059,mean_mse,0.12522591886258203,0.125225918862582,-2.7755575615628914e-17,2.7755575615628914e-17,-2.2164401641234341e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_631c3987bfaecb2059,mean_mae,0.2619961628434615,0.2619961628434615,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_631c3987bfaecb2059,median_pearson,-0.03974620982467043,-0.04365835894999664,-0.003912149125326211,0.003912149125326211,-0.09842823108375845,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_631c3987bfaecb2059,mean_mse,1.8770985842020698,2.02786139020259,0.15076280600052017,0.15076280600052017,0.08031693554582668,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_631c3987bfaecb2059,mean_mae,1.17403384718809,1.222308008103236,0.048274160915146025,0.048274160915146025,0.041118202026940456,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_631c3987bfaecb2059,median_pearson,0.31880269197425926,0.3153160931084869,-0.00348659886577235,0.00348659886577235,-0.01093654148332557,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_631c3987bfaecb2059,mean_mse,0.12522591886258203,0.12551820992527302,0.00029229106269099137,0.00029229106269099137,0.0023341099458151315,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_631c3987bfaecb2059,mean_mae,0.2619961628434615,0.26245967483106225,0.00046351198760075096,0.00046351198760075096,0.001769155634075801,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_631c3987bfaecb2059,median_pearson,-0.03974620982467043,-0.029414197247332116,0.01033201257733831,0.01033201257733831,0.2599496309941292,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_631c3987bfaecb2059,mean_mse,1.8770985842020698,2.070391261637898,0.19329267743582812,0.19329267743582812,0.10297417464517152,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_631c3987bfaecb2059,mean_mae,1.17403384718809,1.2418454229485045,0.06781157576041452,0.06781157576041452,0.057759472542319765,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_631c3987bfaecb2059,median_pearson,0.31880269197425926,0.3203755381740545,0.0015728461997952525,0.0015728461997952525,0.004933603885384529,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_631c3987bfaecb2059,mean_mse,0.12522591886258203,0.12300654374994822,-0.0022193751126338007,0.0022193751126338007,-0.017722969276586065,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M3,C10mask_631c3987bfaecb2059,mean_mae,0.2619961628434615,0.25989517701272324,-0.0021009858307382556,0.0021009858307382556,-0.008019147333823973,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_631c3987bfaecb2059,median_pearson,-0.03974620982467043,-0.0433664456703411,-0.003620235845670672,0.003620235845670672,-0.09108380048413058,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_631c3987bfaecb2059,mean_mse,1.8770985842020698,1.7149493668611506,-0.16214921734091914,0.16214921734091914,-0.08638289896204182,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_631c3987bfaecb2059,mean_mae,1.17403384718809,1.10599549714129,-0.06803835004680003,0.06803835004680003,-0.05795263076082314,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_631c3987bfaecb2059,median_pearson,0.31880269197425926,0.31329100846628266,-0.005511683507976595,0.005511683507976595,-0.01728869814067197,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_631c3987bfaecb2059,mean_mse,0.12522591886258203,0.12826657588577148,0.0030406570231894525,0.0030406570231894525,0.024281371227358687,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M3,C10mask_631c3987bfaecb2059,mean_mae,0.2619961628434615,0.26522920213658857,0.0032330392931270713,0.0032330392931270713,0.012340025357771215,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P04,M0,C10mask_68682b921db1f5022e,median_pearson,-0.047910236285214056,-0.047910236285214056,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_68682b921db1f5022e,mean_mse,1.8876883164622353,1.8876883164622353,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M0,C10mask_68682b921db1f5022e,mean_mae,1.1786595616364715,1.1786595616364715,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P04,M3,C10mask_68682b921db1f5022e,median_pearson,0.26418924703318697,0.26418924703318697,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P04,M3,C10mask_cbb23f15347c81566b,mean_mae,0.2583387812136309,0.2589205253679692,0.0005817441543383151,0.0005817441543383151,0.002251865366885226,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P04,M0,C10mask_cbb23f15347c81566b,median_pearson,-0.03700912153672615,-0.024049670783424917,0.012959450753301231,0.012959450753301231,0.3501690992703209,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_cbb23f15347c81566b,mean_mse,1.8841144781369494,2.080126492894004,0.19601201475705476,0.19601201475705476,0.10403402608045102,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P04,M0,C10mask_cbb23f15347c81566b,mean_mae,1.176019874549464,1.244723866534456,0.06870399198499189,0.06870399198499189,0.0584207745734846,per-mask panel 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numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_27f203d2164c47e0c6,mean_mse,0.16096140184715896,0.1619688002018699,0.0010073983547109477,0.0010073983547109477,0.006258633083150728,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_27f203d2164c47e0c6,mean_mae,0.28003922761902755,0.28121512564373535,0.0011758980247078,0.0011758980247078,0.00419904752168336,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_27f203d2164c47e0c6,median_pearson,0.0862093340355695,0.10738264776147079,0.021173313725901283,0.021173313725901283,0.2456034948276632,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_27f203d2164c47e0c6,mean_mse,1.5769748117092652,1.7614919055138332,0.18451709380456793,0.18451709380456793,0.11700700127516427,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_27f203d2164c47e0c6,median_pearson,0.6036727747037163,0.6058750076681262,0.0022022329644099115,0.0022022329644099115,0.003648057452136667,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_27f203d2164c47e0c6,mean_mse,0.16096140184715896,0.1646410270031188,0.003679625155959848,0.003679625155959848,0.02286029516227648,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_27f203d2164c47e0c6,mean_mae,0.28003922761902755,0.2823814120030631,0.0023421843840355505,0.0023421843840355505,0.008363772475554452,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_3a3e88fc6687f77406,median_pearson,0.08002716654616802,0.08002716654616802,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical 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C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_3a3e88fc6687f77406,mean_mse,1.570860511661536,1.764601112889414,0.19374060122787795,0.19374060122787795,0.12333405785530503,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_3a3e88fc6687f77406,mean_mae,1.0465463573167026,1.1202913557447824,0.0737449984280798,0.0737449984280798,0.07046510449585686,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_3a3e88fc6687f77406,median_pearson,0.6518547743539693,0.6497961877824686,-0.002058586571500709,0.002058586571500709,-0.003158044786188615,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_3a3e88fc6687f77406,mean_mse,0.1484490813690088,0.14538124185498336,-0.00306783951402545,0.00306783951402545,-0.02066593801547035,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_3a3e88fc6687f77406,mean_mae,0.2690494003750089,0.2676914858133175,-0.0013579145616914312,0.0013579145616914312,-0.00504708265396143,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_3a3e88fc6687f77406,median_pearson,0.08002716654616802,0.0899107789549993,0.009883612408831274,0.009883612408831274,0.1235032156627634,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_3a3e88fc6687f77406,mean_mse,1.570860511661536,1.491328881888327,-0.07953162977320893,0.07953162977320893,-0.050629339258828565,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_406817d3eb48752253,median_pearson,0.08345212964813889,0.08345212964813889,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_406817d3eb48752253,mean_mse,1.598984892820347,1.598984892820347,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_406817d3eb48752253,mean_mae,1.057312399159635,1.057312399159635,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_406817d3eb48752253,median_pearson,0.6237115540082622,0.6237115540082623,1.1102230246251565e-16,1.1102230246251565e-16,1.7800263879839073e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_406817d3eb48752253,median_pearson,0.08345212964813889,0.0829958948700745,-0.0004562347780643905,0.0004562347780643905,-0.005467023789423033,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_406817d3eb48752253,mean_mse,1.598984892820347,1.786241842980635,0.1872569501602881,0.1872569501602881,0.11710989328360542,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_406817d3eb48752253,mean_mae,1.057312399159635,1.1276005332921581,0.07028813413252322,0.07028813413252322,0.06647811393150133,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_406817d3eb48752253,median_pearson,0.6237115540082622,0.6200091102562038,-0.0037024437520584152,0.0037024437520584152,-0.005936147451918727,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_406817d3eb48752253,mean_mse,0.1552804869938268,0.15244790985357298,-0.0028325771402538114,0.0028325771402538114,-0.01824168119956,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_406817d3eb48752253,mean_mae,0.2758751847493843,0.27466671905187656,-0.0012084656975077102,0.0012084656975077102,-0.004380479884791114,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_406817d3eb48752253,median_pearson,0.08345212964813889,0.08254120967003747,-0.0009109199781014155,0.0009109199781014155,-0.010915479112901588,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_406817d3eb48752253,mean_mae,0.2758751847493843,0.2781537411590185,0.0022785564096342026,0.0022785564096342026,0.008259374295314498,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_647ea21aaac17655ad,median_pearson,0.11237652202471762,0.11237652202471762,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_647ea21aaac17655ad,mean_mse,1.5798380690596983,1.5798380690596983,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_647ea21aaac17655ad,mean_mae,1.0504223502021413,1.0504223502021413,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_647ea21aaac17655ad,mean_mae,0.27625239290446507,0.2772689867244682,0.001016593820003131,0.001016593820003131,0.0036799457529212948,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_647ea21aaac17655ad,median_pearson,0.11237652202471762,0.11856418973214522,0.0061876677074275965,0.0061876677074275965,0.055061925711374096,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_647ea21aaac17655ad,mean_mse,1.5798380690596983,1.7750945758807577,0.19525650682105944,0.19525650682105944,0.12359273437262713,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_647ea21aaac17655ad,mean_mae,1.0504223502021413,1.1247929627840936,0.07437061258195232,0.07437061258195232,0.07080067609722945,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_647ea21aaac17655ad,median_pearson,0.6142995941362451,0.6085826626167721,-0.005716931519473056,0.005716931519473056,-0.00930642242652223,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_647ea21aaac17655ad,mean_mse,0.15374696575861507,0.15179029784362347,-0.0019566679149916055,0.0019566679149916055,-0.01272654653922473,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_647ea21aaac17655ad,mean_mae,0.27625239290446507,0.2756508900091284,-0.0006015028953366697,0.0006015028953366697,-0.002177367185900483,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_647ea21aaac17655ad,median_pearson,0.11237652202471762,0.11250375232389606,0.00012723029917843798,0.00012723029917843798,0.0011321786516088584,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_647ea21aaac17655ad,mean_mse,1.5798380690596983,1.4961612842726673,-0.083676784787031,0.083676784787031,-0.05296541868802698,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_647ea21aaac17655ad,mean_mae,1.0504223502021413,1.010838220330165,-0.03958412987197635,0.03958412987197635,-0.037684013353637094,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_647ea21aaac17655ad,median_pearson,0.6142995941362451,0.6167950248731258,0.0024954307368806328,0.0024954307368806328,0.0040622373198689965,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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+tier_b_primary_mask,BASS_P05,M0,C10mask_6f1f3639b1f6b85dc6,mean_mae,1.045814063220066,1.045814063220066,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_6f1f3639b1f6b85dc6,median_pearson,0.5979649171682329,0.5979649171682329,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_6f1f3639b1f6b85dc6,mean_mse,0.16099725043955837,0.16099725043955837,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_6f1f3639b1f6b85dc6,mean_mae,0.282896527361585,0.282896527361585,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_6f1f3639b1f6b85dc6,median_pearson,0.10016047513019086,0.08273860180537249,-0.01742187332481837,0.01742187332481837,-0.17393960344310494,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_6f1f3639b1f6b85dc6,mean_mse,1.5718729040498582,1.6752570360643466,0.10338413201448837,0.10338413201448837,0.06577130488611638,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_6f1f3639b1f6b85dc6,mean_mae,1.045814063220066,1.0823916523300356,0.036577589109969555,0.036577589109969555,0.03497523163663242,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_6f1f3639b1f6b85dc6,median_pearson,0.5979649171682329,0.5997134071871456,0.0017484900189127517,0.0017484900189127517,0.0029240678988209394,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_6f1f3639b1f6b85dc6,mean_mse,0.16099725043955837,0.16199470721776613,0.000997456778207756,0.000997456778207756,0.006195489522240142,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_6f1f3639b1f6b85dc6,mean_mae,0.282896527361585,0.2841187791696008,0.0012222518080158284,0.0012222518080158284,0.004320490673445432,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_6f1f3639b1f6b85dc6,median_pearson,0.10016047513019086,0.10028112603563674,0.00012065090544588486,0.00012065090544588486,0.0012045760095392925,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_6f1f3639b1f6b85dc6,mean_mse,1.5718729040498582,1.7681372023246988,0.1962642982748406,0.1962642982748406,0.12486015743968527,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_6f1f3639b1f6b85dc6,mean_mae,1.045814063220066,1.1207500794959653,0.07493601627589919,0.07493601627589919,0.0716532880091236,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_6f1f3639b1f6b85dc6,median_pearson,0.5979649171682329,0.596183051766978,-0.0017818654012549118,0.0017818654012549118,-0.002979882849470912,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_6f1f3639b1f6b85dc6,mean_mse,0.16099725043955837,0.1578775414123192,-0.0031197090272391814,0.0031197090272391814,-0.019377405630976185,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_6f1f3639b1f6b85dc6,mean_mae,0.282896527361585,0.28151513135886924,-0.0013813960027157512,0.0013813960027157512,-0.004883043336018459,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_6f1f3639b1f6b85dc6,median_pearson,0.10016047513019086,0.10916762271839942,0.009007147588208558,0.009007147588208558,0.0899271651467394,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_6f1f3639b1f6b85dc6,mean_mse,1.5718729040498582,1.4910982048336683,-0.08077469921618996,0.08077469921618996,-0.051387551123298625,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_6f1f3639b1f6b85dc6,mean_mae,1.045814063220066,1.0089143141365706,-0.03689974908349547,0.03689974908349547,-0.03528327872153582,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_6f1f3639b1f6b85dc6,median_pearson,0.5979649171682329,0.6000434152932864,0.002078498125053563,0.002078498125053563,0.0034759532965523347,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_6f1f3639b1f6b85dc6,mean_mse,0.16099725043955837,0.16451449858656236,0.003517248147003993,0.003517248147003993,0.021846634879795285,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_6f1f3639b1f6b85dc6,mean_mae,0.282896527361585,0.2851149002846985,0.0022183729231134985,0.0022183729231134985,0.007841640700941087,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_95cb99e3f3ab28f061,median_pearson,0.11190301432418263,0.11190301432418263,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_95cb99e3f3ab28f061,mean_mse,1.5667953971437012,1.5667953971437012,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_95cb99e3f3ab28f061,mean_mae,1.043071863781887,1.043071863781887,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_95cb99e3f3ab28f061,median_pearson,0.6422461290184939,0.642246129018494,1.1102230246251565e-16,1.1102230246251565e-16,1.7286566231576102e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_95cb99e3f3ab28f061,mean_mse,0.15142958252047276,0.15142958252047276,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_95cb99e3f3ab28f061,mean_mae,0.2769345865919527,0.27693458659195275,5.551115123125783e-17,5.551115123125783e-17,2.0044860381794904e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_95cb99e3f3ab28f061,median_pearson,0.11190301432418263,0.11250937308317431,0.0006063587589916763,0.0006063587589916763,0.005418609701031441,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_95cb99e3f3ab28f061,mean_mse,1.5667953971437012,1.6755266385944438,0.10873124145074264,0.10873124145074264,0.06939721781731159,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_95cb99e3f3ab28f061,mean_mae,1.043071863781887,1.0818568031626945,0.038784939380807515,0.038784939380807515,0.03718338182393701,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_95cb99e3f3ab28f061,median_pearson,0.6422461290184939,0.6360251424210843,-0.00622098659740955,0.00622098659740955,-0.009686296758092898,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_95cb99e3f3ab28f061,mean_mse,0.15142958252047276,0.15217002333609625,0.0007404408156234943,0.0007404408156234943,0.004889670850960638,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_95cb99e3f3ab28f061,mean_mae,0.2769345865919527,0.27801367051075077,0.0010790839187980739,0.0010790839187980739,0.0038965299787131406,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_95cb99e3f3ab28f061,median_pearson,0.11190301432418263,0.12390081930154227,0.011997804977359638,0.011997804977359638,0.10721610181654304,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_95cb99e3f3ab28f061,mean_mse,1.5667953971437012,1.759120271848479,0.19232487470477788,0.19232487470477788,0.12275047211358286,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_95cb99e3f3ab28f061,mean_mae,1.043071863781887,1.1172747186979466,0.0742028549160596,0.0742028549160596,0.07113877527768872,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_95cb99e3f3ab28f061,median_pearson,0.6422461290184939,0.6434434980948234,0.001197369076329502,0.001197369076329502,0.0018643461162769,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_95cb99e3f3ab28f061,mean_mse,0.15142958252047276,0.14916306950644953,-0.002266513014023225,0.002266513014023225,-0.014967438833933259,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_95cb99e3f3ab28f061,mean_mae,0.2769345865919527,0.2762009294308607,-0.0007336571610919718,0.0007336571610919718,-0.0026492074179704167,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_95cb99e3f3ab28f061,median_pearson,0.11190301432418263,0.12618644401870047,0.014283429694517832,0.014283429694517832,0.1276411523030004,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_95cb99e3f3ab28f061,mean_mse,1.5667953971437012,1.4879999273604654,-0.07879546978323582,0.07879546978323582,-0.05029084839467968,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_95cb99e3f3ab28f061,mean_mae,1.043071863781887,1.006230395722009,-0.03684146805987809,0.03684146805987809,-0.035320162818217746,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_95cb99e3f3ab28f061,median_pearson,0.6422461290184939,0.6458660733278992,0.0036199443094053763,0.0036199443094053763,0.005636381670275723,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_95cb99e3f3ab28f061,mean_mse,0.15142958252047276,0.1543750144355626,0.0029454319150898356,0.0029454319150898356,0.019450835603351303,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_95cb99e3f3ab28f061,mean_mae,0.2769345865919527,0.27879325426333035,0.0018586676713776562,0.0018586676713776562,0.006711576528778967,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_b70eef762f2128db7d,median_pearson,0.11940613992105603,0.11940613992105603,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_b70eef762f2128db7d,mean_mse,1.5961372253654929,1.5961372253654929,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_b70eef762f2128db7d,mean_mae,1.056241626343776,1.056241626343776,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_b70eef762f2128db7d,median_pearson,0.6024325938396851,0.6024325938396851,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_b70eef762f2128db7d,mean_mse,0.15700311167971,0.15700311167971004,2.7755575615628914e-17,2.7755575615628914e-17,1.7678360204892584e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_b70eef762f2128db7d,mean_mae,0.27937528471527195,0.27937528471527195,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_b70eef762f2128db7d,median_pearson,0.11940613992105603,0.09621251304998937,-0.023193626871066658,0.023193626871066658,-0.1942414928277629,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_b70eef762f2128db7d,mean_mse,1.5961372253654929,1.7085452813079096,0.11240805594241676,0.11240805594241676,0.07042505754270402,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_b70eef762f2128db7d,mean_mae,1.056241626343776,1.0960332658394214,0.03979163949564546,0.03979163949564546,0.03767285676231665,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_b70eef762f2128db7d,median_pearson,0.6024325938396851,0.6004682101961194,-0.001964383643565659,0.001964383643565659,-0.0032607525948179466,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_b70eef762f2128db7d,mean_mse,0.15700311167971,0.15795186375133557,0.0009487520716255637,0.0009487520716255637,0.00604288705793959,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_b70eef762f2128db7d,mean_mae,0.27937528471527195,0.2806773687851328,0.0013020840698608205,0.0013020840698608205,0.004660698855977372,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_b70eef762f2128db7d,median_pearson,0.11940613992105603,0.11573892129300796,-0.0036672186280480717,0.0036672186280480717,-0.03071214453856904,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_b70eef762f2128db7d,mean_mse,1.5961372253654929,1.78527291248584,0.18913568712034712,0.18913568712034712,0.1184958812529654,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_b70eef762f2128db7d,mean_mae,1.056241626343776,1.1270681437373922,0.07082651739361623,0.07082651739361623,0.06705522261869677,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_b70eef762f2128db7d,median_pearson,0.6024325938396851,0.6027820481718136,0.0003494543321285182,0.0003494543321285182,0.0005800720872375514,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_b70eef762f2128db7d,mean_mse,0.15700311167971,0.15422198622256056,-0.0027811254571494526,0.0027811254571494526,-0.01771382380511676,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_b70eef762f2128db7d,mean_mae,0.27937528471527195,0.2780782603672603,-0.001297024348011655,0.001297024348011655,-0.004642588013229338,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_b70eef762f2128db7d,median_pearson,0.11940613992105603,0.11001238964328458,-0.009393750277771451,0.009393750277771451,-0.07867057995495055,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_b70eef762f2128db7d,mean_mse,1.5961372253654929,1.512796228763157,-0.08334099660233596,0.08334099660233596,-0.05221418013307224,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_b70eef762f2128db7d,mean_mae,1.056241626343776,1.0180581282577856,-0.03818349808599031,0.03818349808599031,-0.03615034394938975,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_b70eef762f2128db7d,median_pearson,0.6024325938396851,0.6032691177482254,0.0008365239085403875,0.0008365239085403875,0.0013885767753844293,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_b70eef762f2128db7d,mean_mse,0.15700311167971,0.16022602973360278,0.0032229180538927704,0.0032229180538927704,0.020527733618857173,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_b70eef762f2128db7d,mean_mae,0.27937528471527195,0.28154551825273183,0.002170233537459876,0.002170233537459876,0.007768165819219444,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_b955b6bf5e0402f271,median_pearson,0.07011533069894439,0.07011533069894439,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_b955b6bf5e0402f271,mean_mse,1.6041750653203801,1.6041750653203801,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_b955b6bf5e0402f271,mean_mae,1.060017366748574,1.060017366748574,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_b955b6bf5e0402f271,median_pearson,0.6220334336570223,0.6220334336570223,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_b955b6bf5e0402f271,mean_mse,0.15947089904431855,0.15947089904431855,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_b955b6bf5e0402f271,mean_mae,0.2777971802297141,0.2777971802297141,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_b955b6bf5e0402f271,median_pearson,0.07011533069894439,0.056741412645582155,-0.013373918053362237,0.013373918053362237,-0.1907417096952177,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_b955b6bf5e0402f271,mean_mse,1.6041750653203801,1.7135818565223462,0.10940679120196606,0.10940679120196606,0.06820127900449302,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_b955b6bf5e0402f271,mean_mae,1.060017366748574,1.0982131674601785,0.038195800711604555,0.038195800711604555,0.03603318389845233,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_b955b6bf5e0402f271,median_pearson,0.6220334336570223,0.6221215105274341,8.807687041179069e-05,8.807687041179069e-05,0.00014159507455085545,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_b955b6bf5e0402f271,mean_mse,0.15947089904431855,0.1603601388786425,0.0008892398343239571,0.0008892398343239571,0.005576188757027253,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_b955b6bf5e0402f271,mean_mae,0.2777971802297141,0.2790104492269299,0.0012132689972157995,0.0012132689972157995,0.004367463327786594,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_b955b6bf5e0402f271,median_pearson,0.07011533069894439,0.09376407019726923,0.02364873949832484,0.02364873949832484,0.33728343377379066,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_b955b6bf5e0402f271,mean_mse,1.6041750653203801,1.7993421925863282,0.1951671272659481,0.1951671272659481,0.12166198782485751,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_b955b6bf5e0402f271,mean_mae,1.060017366748574,1.1331235099732082,0.07310614322463427,0.07310614322463427,0.0689669297106661,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_b955b6bf5e0402f271,median_pearson,0.6220334336570223,0.623379112215158,0.00134567855813561,0.00134567855813561,0.0021633540663950745,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_b955b6bf5e0402f271,mean_mse,0.15947089904431855,0.15658959690922145,-0.0028813021350971024,0.0028813021350971024,-0.01806788669509137,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_b955b6bf5e0402f271,mean_mae,0.2777971802297141,0.2766713739628808,-0.0011258062668333402,0.0011258062668333402,-0.004052619489882497,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_b955b6bf5e0402f271,median_pearson,0.07011533069894439,0.06776390323657332,-0.002351427462371075,0.002351427462371075,-0.03353656666710233,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_b955b6bf5e0402f271,mean_mse,1.6041750653203801,1.517970156703689,-0.08620490861669117,0.08620490861669117,-0.05373784350617283,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_b955b6bf5e0402f271,mean_mae,1.060017366748574,1.020232394332168,-0.039784972416405884,0.039784972416405884,-0.03753237792550478,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_b955b6bf5e0402f271,median_pearson,0.6220334336570223,0.6194104084735075,-0.002623025183514871,0.002623025183514871,-0.0042168556247752405,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_b955b6bf5e0402f271,mean_mse,0.15947089904431855,0.16285498025218703,0.0033840812078684834,0.0033840812078684834,0.02122068181811663,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_b955b6bf5e0402f271,mean_mae,0.2777971802297141,0.2798427698548042,0.002045589625090105,0.002045589625090105,0.007363608310921588,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_ce4627a8ce69b3227c,median_pearson,0.09032703823342414,0.09032703823342414,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_ce4627a8ce69b3227c,mean_mse,1.5714291660899122,1.5714291660899122,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_ce4627a8ce69b3227c,mean_mae,1.0487673059066063,1.0487673059066063,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_ce4627a8ce69b3227c,median_pearson,0.6402831180159239,0.6402831180159236,-2.220446049250313e-16,2.220446049250313e-16,-3.467912844759856e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_ce4627a8ce69b3227c,mean_mse,0.15295020292691086,0.15295020292691086,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_ce4627a8ce69b3227c,mean_mae,0.27189466616196184,0.27189466616196184,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_ce4627a8ce69b3227c,median_pearson,0.09032703823342414,0.07350524917071166,-0.016821789062712478,0.016821789062712478,-0.18623204515176756,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_ce4627a8ce69b3227c,mean_mse,1.5714291660899122,1.6794483414540469,0.10801917536413463,0.10801917536413463,0.06873944921928102,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_ce4627a8ce69b3227c,mean_mae,1.0487673059066063,1.087351610452021,0.038584304545414616,0.038584304545414616,0.036790148136874305,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_ce4627a8ce69b3227c,median_pearson,0.6402831180159239,0.6384981490888054,-0.0017849689271184355,0.0017849689271184355,-0.0027877807127721947,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_ce4627a8ce69b3227c,mean_mse,0.15295020292691086,0.1539250525317029,0.0009748496047920496,0.0009748496047920496,0.006373640479953423,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M3,C10mask_ce4627a8ce69b3227c,mean_mae,0.27189466616196184,0.2731840530649357,0.0012893869029738658,0.0012893869029738658,0.00474222948605327,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P05,M0,C10mask_ce4627a8ce69b3227c,median_pearson,0.09032703823342414,0.09132133337691095,0.000994295143486812,0.000994295143486812,0.011007724408247986,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_ce4627a8ce69b3227c,mean_mse,1.5714291660899122,1.7651391764470932,0.19371001035718094,0.19371001035718094,0.1232699599430099,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_ce4627a8ce69b3227c,mean_mae,1.0487673059066063,1.1223811756666935,0.07361386976008721,0.07361386976008721,0.07019085105485029,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_ce4627a8ce69b3227c,median_pearson,0.6402831180159239,0.6395170163722219,-0.0007661016437019441,0.0007661016437019441,-0.0011965045183073078,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_ce4627a8ce69b3227c,mean_mse,0.15295020292691086,0.15006189829706792,-0.002888304629842936,0.002888304629842936,-0.01888395421889795,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_ce4627a8ce69b3227c,median_pearson,0.6402831180159239,0.6419204380814175,0.0016373200654936637,0.0016373200654936637,0.0025571813771496994,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_ce4627a8ce69b3227c,mean_mse,0.15295020292691086,0.15625568750529156,0.003305484578380702,0.003305484578380702,0.021611508289140803,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M3,C10mask_ce4627a8ce69b3227c,mean_mae,0.27189466616196184,0.2738289525791324,0.0019342864171705831,0.0019342864171705831,0.0071141021060647435,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_ffbdb8f5068716795b,median_pearson,0.10970551837541444,0.10970551837541444,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_ffbdb8f5068716795b,mean_mse,1.5744889908434418,1.5744889908434418,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M0,C10mask_ffbdb8f5068716795b,mean_mae,1.0474550475608881,1.0474550475608881,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_ffbdb8f5068716795b,median_pearson,0.6811060568678022,0.6811060568678023,1.1102230246251565e-16,1.1102230246251565e-16,1.6300295870671473e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P05,M3,C10mask_ffbdb8f5068716795b,mean_mse,0.14660249091076177,0.14660249091076177,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_ffbdb8f5068716795b,mean_mse,1.5744889908434418,1.7651138023567268,0.19062481151328492,0.19062481151328492,0.1210709078449438,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_ffbdb8f5068716795b,mean_mae,1.0474550475608881,1.1200926724986426,0.0726376249377545,0.0726376249377545,0.06934677063889189,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_ffbdb8f5068716795b,median_pearson,0.6811060568678022,0.6776994385186699,-0.003406618349132362,0.003406618349132362,-0.00500159749686907,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_ffbdb8f5068716795b,mean_mse,0.14660249091076177,0.1444464862477894,-0.0021560046629723606,0.0021560046629723606,-0.014706466783601511,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M3,C10mask_ffbdb8f5068716795b,mean_mae,0.26982698841485,0.2692093194913739,-0.000617668923476089,0.000617668923476089,-0.002289129516304884,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P05,M0,C10mask_ffbdb8f5068716795b,median_pearson,0.10970551837541444,0.12456033967130241,0.014854821295887971,0.014854821295887971,0.13540632700949903,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P05,M0,C10mask_ffbdb8f5068716795b,mean_mse,1.5744889908434418,1.495937362366401,-0.07855162847704089,0.07855162847704089,-0.04989023672687694,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_0bbd239677d513aa4a,median_pearson,-0.005964418019396489,-0.005964418019396489,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_0bbd239677d513aa4a,mean_mse,1.568644378315647,1.568644378315647,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_0bbd239677d513aa4a,mean_mae,1.1016245694898705,1.1016245694898705,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_0bbd239677d513aa4a,median_pearson,0.3158276430762424,0.31582764307624234,-5.551115123125783e-17,5.551115123125783e-17,-1.7576406767490316e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_0bbd239677d513aa4a,mean_mse,0.07124581278344393,0.07124581278344393,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_0bbd239677d513aa4a,mean_mae,0.18383184831849916,0.18383184831849916,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_0bbd239677d513aa4a,median_pearson,-0.005964418019396489,-0.008711055158049473,-0.0027466371386529846,0.0027466371386529846,-0.46050379596480795,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_0bbd239677d513aa4a,mean_mse,1.568644378315647,1.6741691901903122,0.10552481187466523,0.10552481187466523,0.06727134163319663,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_0bbd239677d513aa4a,mean_mae,1.1016245694898705,1.1408366617100365,0.03921209222016597,0.03921209222016597,0.03559478728612954,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_0bbd239677d513aa4a,median_pearson,0.3158276430762424,0.3177544649923884,0.0019268219161460154,0.0019268219161460154,0.006100865324448091,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_0bbd239677d513aa4a,mean_mse,0.07124581278344393,0.07163379169657913,0.0003879789131352035,0.0003879789131352035,0.0054456381080876925,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_0bbd239677d513aa4a,mean_mae,0.18383184831849916,0.1847499248079986,0.0009180764894994309,0.0009180764894994309,0.004994110095160502,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_0bbd239677d513aa4a,median_pearson,-0.005964418019396489,0.001568455291255407,0.0075328733106518955,0.0075328733106518955,1.2629687064445747,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_0bbd239677d513aa4a,mean_mse,1.568644378315647,1.8560143529924717,0.2873699746768248,0.2873699746768248,0.1831963819520344,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_0bbd239677d513aa4a,mean_mae,1.1016245694898705,1.2120899067347193,0.11046533724484875,0.11046533724484875,0.10027493967023807,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_0bbd239677d513aa4a,median_pearson,0.3158276430762424,0.31543973091188227,-0.0003879121643601269,0.0003879121643601269,-0.001228240063414851,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_0bbd239677d513aa4a,mean_mse,0.07124581278344393,0.07138122672164426,0.00013541393820033776,0.00013541393820033776,0.001900658198846532,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_0bbd239677d513aa4a,mean_mae,0.18383184831849916,0.1871175677977495,0.0032857194792503264,0.0032857194792503264,0.017873505104282202,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_0bbd239677d513aa4a,median_pearson,-0.005964418019396489,-0.010385278322989978,-0.004420860303593489,0.004420860303593489,-0.7412056447446679,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_0bbd239677d513aa4a,mean_mae,0.18383184831849916,0.18329823507202125,-0.0005336132464779098,0.0005336132464779098,-0.002902724698461359,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_22744b417bc6b493e6,median_pearson,-0.006063284738105291,-0.006063284738105291,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_22744b417bc6b493e6,mean_mse,1.5649402284839276,1.5649402284839276,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_22744b417bc6b493e6,mean_mae,1.0996193744501077,1.0996193744501077,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_22744b417bc6b493e6,mean_mae,0.1840412963087839,0.18496276066838846,0.0009214643596045513,0.0009214643596045513,0.005006834759838473,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_22744b417bc6b493e6,median_pearson,-0.006063284738105291,-0.002950120056614613,0.003113164681490678,0.003113164681490678,0.5134452390015098,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_22744b417bc6b493e6,mean_mse,1.5649402284839276,1.8507522154242688,0.28581198694034127,0.28581198694034127,0.1826344429890644,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_22744b417bc6b493e6,mean_mae,1.0996193744501077,1.209333001738652,0.10971362728854439,0.10971362728854439,0.09977418535700996,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_22744b417bc6b493e6,median_pearson,0.2915641346117807,0.29311746716880843,0.00155333255702772,0.00155333255702772,0.0053275844750109306,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_22744b417bc6b493e6,mean_mse,0.07226691053491874,0.07207012942209066,-0.0001967811128280733,0.0001967811128280733,-0.0027229766897671707,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_22744b417bc6b493e6,mean_mae,0.1840412963087839,0.18677277112583549,0.002731474817051577,0.002731474817051577,0.014841640826462757,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_22744b417bc6b493e6,median_pearson,-0.006063284738105291,-0.009318836887083404,-0.003255552148978113,0.003255552148978113,-0.5369287918342817,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_22744b417bc6b493e6,mean_mse,1.5649402284839276,1.4033776332752956,-0.16156259520863192,0.16156259520863192,-0.10323882808300575,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_22744b417bc6b493e6,mean_mae,1.0996193744501077,1.0214356171445695,-0.07818375730553817,0.07818375730553817,-0.07110074551445214,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_22744b417bc6b493e6,median_pearson,0.2915641346117807,0.2869607284504077,-0.004603406161373003,0.004603406161373003,-0.015788657159435827,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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+tier_b_primary_mask,BASS_P06,M0,C10mask_32f1741039d6a67ab3,mean_mae,1.0997190176917209,1.0997190176917209,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_32f1741039d6a67ab3,median_pearson,0.2894998848162138,0.28949988481621386,5.551115123125783e-17,5.551115123125783e-17,1.9174843978434929e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_32f1741039d6a67ab3,mean_mse,0.07127115073027371,0.07127115073027371,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_32f1741039d6a67ab3,mean_mae,0.18293979439141533,0.18293979439141533,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_32f1741039d6a67ab3,median_pearson,-0.004900913909632467,-0.005296515626626609,-0.0003956017169941418,0.0003956017169941418,-0.08071998902421222,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_32f1741039d6a67ab3,mean_mse,1.5641534027342021,1.6700373163557025,0.1058839136215004,0.1058839136215004,0.06769407235659311,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_32f1741039d6a67ab3,mean_mae,1.0997190176917209,1.1394807580680861,0.03976174037636526,0.03976174037636526,0.03615627240840486,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_32f1741039d6a67ab3,median_pearson,0.2894998848162138,0.2921013646696525,0.0026014798534386707,0.0026014798534386707,0.008986117058700024,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_32f1741039d6a67ab3,mean_mse,0.07127115073027371,0.07155815927188229,0.0002870085416085827,0.0002870085416085827,0.004026994634824531,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_32f1741039d6a67ab3,mean_mae,0.18293979439141533,0.1836505383776094,0.0007107439861940568,0.0007107439861940568,0.0038851250957096803,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_32f1741039d6a67ab3,median_pearson,-0.004900913909632467,0.0024987837355738333,0.0073996976452063,0.0073996976452063,1.5098607691644237,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_32f1741039d6a67ab3,mean_mse,1.5641534027342021,1.8489890011597943,0.28483559842559214,0.28483559842559214,0.18210208661611338,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_32f1741039d6a67ab3,mean_mae,1.0997190176917209,1.2090898591282748,0.10937084143655396,0.10937084143655396,0.09945344190384219,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_32f1741039d6a67ab3,median_pearson,0.2894998848162138,0.2894007830480542,-9.910176815958183e-05,9.910176815958183e-05,-0.00034232057889244284,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_32f1741039d6a67ab3,mean_mse,0.07127115073027371,0.07136866505950903,9.751432923532644e-05,9.751432923532644e-05,0.0013682160065630238,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_32f1741039d6a67ab3,mean_mae,0.18293979439141533,0.18612097999862517,0.003181185607209841,0.003181185607209841,0.017389248838901732,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_32f1741039d6a67ab3,median_pearson,-0.004900913909632467,-0.00629538319550635,-0.0013944692858738825,0.0013944692858738825,-0.28453249977175327,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_32f1741039d6a67ab3,mean_mse,1.5641534027342021,1.4036172615703157,-0.16053614116388637,0.16053614116388637,-0.10263452477440053,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_32f1741039d6a67ab3,mean_mae,1.0997190176917209,1.0216364744442261,-0.07808254324749475,0.07808254324749475,-0.0710022669348647,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_32f1741039d6a67ab3,median_pearson,0.2894998848162138,0.2861836673809584,-0.0033162174352553975,0.0033162174352553975,-0.01145498706281236,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_32f1741039d6a67ab3,mean_mse,0.07127115073027371,0.07234548720881027,0.0010743364785365667,0.0010743364785365667,0.015073931984098341,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_32f1741039d6a67ab3,mean_mae,0.18293979439141533,0.18271944959197048,-0.00022034479944485486,0.00022034479944485486,-0.0012044662025442552,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_3db7ad565e26c2596c,median_pearson,-0.006235553138122212,-0.006235553138122212,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_3db7ad565e26c2596c,mean_mse,1.5605607538232646,1.5605607538232646,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_3db7ad565e26c2596c,mean_mae,1.0978091839174753,1.0978091839174753,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_3db7ad565e26c2596c,median_pearson,0.297775007668487,0.29777500766848686,-1.6653345369377348e-16,1.6653345369377348e-16,-5.592593381079691e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_3db7ad565e26c2596c,mean_mse,0.07129986080700772,0.07129986080700772,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_3db7ad565e26c2596c,mean_mse,1.5605607538232646,1.846764057230617,0.28620330340735234,0.28620330340735234,0.18339773232549536,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_3db7ad565e26c2596c,mean_mae,1.0978091839174753,1.2079268105857235,0.1101176266682482,0.1101176266682482,0.10030670929104378,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_3db7ad565e26c2596c,median_pearson,0.297775007668487,0.2990205452814782,0.0012455376129911766,0.0012455376129911766,0.004182814477089474,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_3db7ad565e26c2596c,mean_mse,0.07129986080700772,0.07127608332099258,-2.377748601513352e-05,2.377748601513352e-05,-0.00033348572838723617,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_3db7ad565e26c2596c,mean_mae,0.1837401593240218,0.1867155971479615,0.0029754378239396917,0.0029754378239396917,0.016193726155927467,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_3db7ad565e26c2596c,median_pearson,-0.006235553138122212,-0.005763955559729127,0.000471597578393085,0.000471597578393085,0.07563043212796722,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_3db7ad565e26c2596c,mean_mse,1.5605607538232646,1.4005229408123725,-0.16003781301089215,0.16003781301089215,-0.1025514787673666,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_3db7ad565e26c2596c,mean_mae,1.0978091839174753,1.0203711462817053,-0.07743803763576995,0.07743803763576995,-0.07053870451277909,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_3db7ad565e26c2596c,median_pearson,0.297775007668487,0.29736893893065885,-0.0004060687378281691,0.0004060687378281691,-0.0013636763575546457,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_3db7ad565e26c2596c,mean_mse,0.07129986080700772,0.07244099905110947,0.0011411382441017526,0.0011411382441017526,0.01600477520132263,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_3db7ad565e26c2596c,mean_mae,0.1837401593240218,0.1836604403203773,-7.971900364450724e-05,7.971900364450724e-05,-0.00043386815347168877,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_757966f9aad4b082ef,median_pearson,0.004536986342402004,0.004536986342402004,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_757966f9aad4b082ef,mean_mse,1.5734301592743805,1.5734301592743805,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_757966f9aad4b082ef,mean_mae,1.1038164603586074,1.1038164603586074,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_757966f9aad4b082ef,median_pearson,0.29999632478881555,0.2999963247888155,-5.551115123125783e-17,5.551115123125783e-17,-1.8503943763422863e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_757966f9aad4b082ef,mean_mse,0.07129126409332591,0.07129126409332591,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_757966f9aad4b082ef,mean_mae,0.1831974169934447,0.1831974169934447,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_757966f9aad4b082ef,median_pearson,0.004536986342402004,0.0029242752469729634,-0.0016127110954290407,0.0016127110954290407,-0.3554586621425066,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_757966f9aad4b082ef,mean_mse,1.5734301592743805,1.6794033942341102,0.10597323495972977,0.10597323495972977,0.06735172472389972,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_757966f9aad4b082ef,mean_mae,1.1038164603586074,1.143193618175596,0.039377157816988584,0.039377157816988584,0.035673646146023,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_757966f9aad4b082ef,median_pearson,0.29999632478881555,0.30026662533418497,0.0002703005453694174,0.0002703005453694174,0.0009010128559398096,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_757966f9aad4b082ef,mean_mse,0.07129126409332591,0.07164611850654035,0.00035485441321443656,0.00035485441321443656,0.004977530104528712,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_757966f9aad4b082ef,mean_mae,0.1831974169934447,0.18400369273833977,0.0008062757448950852,0.0008062757448950852,0.004401130529716672,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_757966f9aad4b082ef,median_pearson,0.004536986342402004,0.008370627014518562,0.003833640672116558,0.003833640672116558,0.8449751404997451,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_757966f9aad4b082ef,mean_mse,1.5734301592743805,1.8609305600524544,0.28750040077807393,0.28750040077807393,0.18272206051437365,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_757966f9aad4b082ef,mean_mae,1.1038164603586074,1.2142599303153085,0.11044346995670118,0.11044346995670118,0.10005600923981543,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_757966f9aad4b082ef,median_pearson,0.29999632478881555,0.29920029151742766,-0.0007960332713878859,0.0007960332713878859,-0.002653476744917655,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_757966f9aad4b082ef,mean_mse,0.07129126409332591,0.07132344758485576,3.218349152984967e-05,3.218349152984967e-05,0.0004514366793625504,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_757966f9aad4b082ef,mean_mae,0.1831974169934447,0.18633425590275832,0.0031368389093136273,0.0031368389093136273,0.017122724549254273,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_757966f9aad4b082ef,median_pearson,0.004536986342402004,0.003429125597273263,-0.0011078607451287413,0.0011078607451287413,-0.24418428038339865,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_757966f9aad4b082ef,mean_mse,1.5734301592743805,1.4106343134817805,-0.16279584579259998,0.16279584579259998,-0.10346556841625346,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_757966f9aad4b082ef,mean_mae,1.1038164603586074,1.025182019121261,-0.07863444123734631,0.07863444123734631,-0.07123869235633576,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_757966f9aad4b082ef,median_pearson,0.29999632478881555,0.29636918537177775,-0.0036271394170377946,0.0036271394170377946,-0.012090612841977794,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_757966f9aad4b082ef,mean_mse,0.07129126409332591,0.07236678792230979,0.0010755238289838764,0.0010755238289838764,0.015086334106461215,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_757966f9aad4b082ef,mean_mae,0.1831974169934447,0.1828690005067929,-0.00032841648665180023,0.00032841648665180023,-0.0017926916876974956,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_b30c5f37b1f3c3f89f,median_pearson,-0.0108280583235279,-0.0108280583235279,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_b30c5f37b1f3c3f89f,mean_mse,1.5701322832710158,1.5701322832710158,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_b30c5f37b1f3c3f89f,mean_mae,1.102923710918035,1.102923710918035,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_b30c5f37b1f3c3f89f,median_pearson,0.2979881084596101,0.2979881084596102,1.1102230246251565e-16,1.1102230246251565e-16,3.7257292929044464e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_b30c5f37b1f3c3f89f,mean_mse,0.07139206183766243,0.07139206183766243,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_b30c5f37b1f3c3f89f,mean_mae,0.18295420642875557,0.18295420642875557,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_b30c5f37b1f3c3f89f,median_pearson,-0.0108280583235279,-0.010761163110002308,6.689521352559215e-05,6.689521352559215e-05,0.006177950979469508,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_b30c5f37b1f3c3f89f,mean_mse,1.5701322832710158,1.675902825295451,0.10577054202443525,0.10577054202443525,0.06736409610283678,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_b30c5f37b1f3c3f89f,mean_mae,1.102923710918035,1.1426193790846022,0.03969566816656722,0.03969566816656722,0.03599130907569839,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_b30c5f37b1f3c3f89f,median_pearson,0.2979881084596101,0.2948590832988306,-0.0031290251607795083,0.0031290251607795083,-0.010500503449464403,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_b30c5f37b1f3c3f89f,mean_mse,0.07139206183766243,0.07169181968093521,0.00029975784327278265,0.00029975784327278265,0.0041987559338795746,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_b30c5f37b1f3c3f89f,mean_mae,0.18295420642875557,0.18378568754631502,0.0008314811175594572,0.0008314811175594572,0.004544749933821529,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_b30c5f37b1f3c3f89f,median_pearson,-0.0108280583235279,-0.0016918533121667713,0.009136205011361129,0.009136205011361129,0.8437528445436423,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_b30c5f37b1f3c3f89f,mean_mse,1.5701322832710158,1.858399972875276,0.2882676896042602,0.2882676896042602,0.18359452428028522,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_b30c5f37b1f3c3f89f,mean_mae,1.102923710918035,1.213352173726795,0.11042846280875995,0.11042846280875995,0.10012339177733624,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_b30c5f37b1f3c3f89f,median_pearson,0.2979881084596101,0.3034996172355433,0.005511508775933205,0.005511508775933205,0.01849573395537106,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_b30c5f37b1f3c3f89f,mean_mse,0.07139206183766243,0.07139755251837408,5.490680711650597e-06,5.490680711650597e-06,7.690884070746957e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_b30c5f37b1f3c3f89f,mean_mae,0.18295420642875557,0.18602785114902382,0.003073644720268248,0.003073644720268248,0.016800076807554354,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_b30c5f37b1f3c3f89f,median_pearson,-0.0108280583235279,-0.012627367494959116,-0.0017993091714312154,0.0017993091714312154,-0.16617099000303323,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_b30c5f37b1f3c3f89f,mean_mse,1.5701322832710158,1.4074775103272998,-0.162654772943716,0.162654772943716,-0.10359303778205332,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_b30c5f37b1f3c3f89f,mean_mae,1.102923710918035,1.0236989472024407,-0.07922476371559428,0.07922476371559428,-0.07183158991989606,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_b30c5f37b1f3c3f89f,median_pearson,0.2979881084596101,0.29391814970523117,-0.004069958754378933,0.004069958754378933,-0.01365812473329144,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_b30c5f37b1f3c3f89f,mean_mse,0.07139206183766243,0.0725529486502455,0.0011608868125830701,0.0011608868125830701,0.016260726790925255,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_b30c5f37b1f3c3f89f,mean_mae,0.18295420642875557,0.18276283120582307,-0.00019137522293249942,0.00019137522293249942,-0.0010460280015864138,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_bde1223480c67acb01,median_pearson,-0.008178558955344587,-0.008178558955344587,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_bde1223480c67acb01,mean_mse,1.5861608270618401,1.5861608270618401,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_dd9d3d769b751a244a,mean_mse,1.5710331005473273,1.8570715604764758,0.28603845992914856,0.28603845992914856,0.18207029490944304,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_dd9d3d769b751a244a,mean_mae,1.1029480046024676,1.2125686966358369,0.10962069203336933,0.10962069203336933,0.09938881214339709,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_dd9d3d769b751a244a,median_pearson,0.29717177079792995,0.2965300822150601,-0.0006416885828698371,0.0006416885828698371,-0.002159318770914384,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_dd9d3d769b751a244a,mean_mse,0.0722042328658096,0.07208068012819742,-0.00012355273761217866,0.00012355273761217866,-0.0017111564337481354,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_df58277ae52dcc9513,median_pearson,-0.006463249443150566,-0.006463249443150566,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_df58277ae52dcc9513,mean_mse,1.5579797023514417,1.5579797023514417,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_df58277ae52dcc9513,mean_mae,1.0969501760123597,1.0969501760123597,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M3,C10mask_df58277ae52dcc9513,median_pearson,0.2929596771064529,0.2929596771064528,-5.551115123125783e-17,5.551115123125783e-17,-1.8948393096121114e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_df58277ae52dcc9513,median_pearson,-0.006463249443150566,0.0010071976361636706,0.0074704470793142365,0.0074704470793142365,1.1558345604672662,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_df58277ae52dcc9513,mean_mse,1.5579797023514417,1.8456462074641424,0.28766650511270075,0.28766650511270075,0.18464072714075083,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_df58277ae52dcc9513,mean_mae,1.0969501760123597,1.2074839917045224,0.1105338156921627,0.1105338156921627,0.10076466380084456,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_df58277ae52dcc9513,median_pearson,0.2929596771064529,0.2960728857214304,0.0031132086149775473,0.0031132086149775473,0.010626747836857764,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_df58277ae52dcc9513,mean_mse,0.07390501130910286,0.07369261139570744,-0.00021239991339541686,0.00021239991339541686,-0.0028739582016579115,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_df58277ae52dcc9513,mean_mae,0.1859041372243505,0.18881055581883321,0.002906418594482707,0.002906418594482707,0.015633964030478887,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_df58277ae52dcc9513,median_pearson,-0.006463249443150566,-0.011716795208039024,-0.005253545764888458,0.005253545764888458,-0.8128335152615699,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_df58277ae52dcc9513,mean_mae,0.1859041372243505,0.18578365964659935,-0.00012047757775116019,0.00012047757775116019,-0.0006480629186093204,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M0,C10mask_f3e5288a67a36a6ce9,median_pearson,-0.011430524458527559,-0.011430524458527559,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_f3e5288a67a36a6ce9,mean_mse,1.550491194466533,1.550491194466533,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P06,M0,C10mask_f3e5288a67a36a6ce9,mean_mae,1.093840602041752,1.093840602041752,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P06,M3,C10mask_f3e5288a67a36a6ce9,mean_mae,0.18390757629444596,0.18474058221606682,0.0008330059216208607,0.0008330059216208607,0.004529481266650882,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P06,M0,C10mask_f3e5288a67a36a6ce9,median_pearson,-0.011430524458527559,8.946809602342934e-05,0.011519992554550988,0.011519992554550988,1.007827120824424,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_f3e5288a67a36a6ce9,mean_mse,1.550491194466533,1.8379323070382423,0.28744111257170935,0.28744111257170935,0.1853871299608427,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M0,C10mask_f3e5288a67a36a6ce9,mean_mae,1.093840602041752,1.2046079931081872,0.1107673910664353,0.1107673910664353,0.10126465488634998,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_f3e5288a67a36a6ce9,median_pearson,0.2941807496077858,0.2943332031290635,0.00015245352127774003,0.00015245352127774003,0.0005182307866201222,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_f3e5288a67a36a6ce9,mean_mse,0.07230331494385407,0.07228985976201568,-1.345518183838712e-05,1.345518183838712e-05,-0.00018609356775461147,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P06,M3,C10mask_f3e5288a67a36a6ce9,mean_mae,0.18390757629444596,0.1868636199019207,0.0029560436074747565,0.0029560436074747565,0.016073528165810695,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_f3e5288a67a36a6ce9,mean_mse,0.07230331494385407,0.07347489907596512,0.0011715841321110476,0.0011715841321110476,0.016203740216072,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P06,M3,C10mask_f3e5288a67a36a6ce9,mean_mae,0.18390757629444596,0.18389206658736026,-1.5509707085692437e-05,1.5509707085692437e-05,-8.433424765959918e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P07,M0,C10mask_14ada5c8617415bac9,median_pearson,0.007392831563615666,0.007392831563615666,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M0,C10mask_14ada5c8617415bac9,mean_mse,2.6623899024194686,2.6623899024194686,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M0,C10mask_14ada5c8617415bac9,mean_mae,1.4690647689882743,1.4690647689882743,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M3,C10mask_14ada5c8617415bac9,median_pearson,0.16275948583918265,0.1627594858391827,5.551115123125783e-17,5.551115123125783e-17,3.4106246370246335e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M3,C10mask_14ada5c8617415bac9,mean_mse,0.09860110957748963,0.09860110957748963,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M3,C10mask_14ada5c8617415bac9,mean_mae,0.2253273340261825,0.2253273340261825,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M0,C10mask_14ada5c8617415bac9,median_pearson,0.007392831563615666,0.00974065766511576,0.0023478261015000947,0.0023478261015000947,0.3175814410617826,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P07,M0,C10mask_14ada5c8617415bac9,mean_mse,2.6623899024194686,2.8182813137855307,0.1558914113660621,0.1558914113660621,0.05855318607706351,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P07,M0,C10mask_14ada5c8617415bac9,mean_mae,1.4690647689882743,1.5067560539117835,0.03769128492350915,0.03769128492350915,0.02565665293945252,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P07,M3,C10mask_14ada5c8617415bac9,median_pearson,0.16275948583918265,0.15812607635222006,-0.004633409486962586,0.004633409486962586,-0.02846783069553751,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P07,M3,C10mask_14ada5c8617415bac9,mean_mse,0.09860110957748963,0.09892436967662648,0.0003232600991368434,0.0003232600991368434,0.003278463097646954,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P07,M3,C10mask_14ada5c8617415bac9,mean_mae,0.2253273340261825,0.22665291463476758,0.0013255806085850919,0.0013255806085850919,0.005882910807576779,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P07,M0,C10mask_14ada5c8617415bac9,median_pearson,0.007392831563615666,0.0051455751019432,-0.0022472564616724663,0.0022472564616724663,-0.30397777121454994,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_14ada5c8617415bac9,mean_mse,2.6623899024194686,2.9147145050197922,0.25232460260032363,0.25232460260032363,0.09477372280108995,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_14ada5c8617415bac9,mean_mae,1.4690647689882743,1.5489649304175495,0.07990016142927514,0.07990016142927514,0.054388453876204064,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M3,C10mask_14ada5c8617415bac9,median_pearson,0.16275948583918265,0.16197496734185618,-0.0007845184973264696,0.0007845184973264696,-0.004820109213798001,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M3,C10mask_14ada5c8617415bac9,mean_mse,0.09860110957748963,0.09819074922113659,-0.0004103603563530428,0.0004103603563530428,-0.004161822905558123,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P07,M3,C10mask_14ada5c8617415bac9,median_pearson,0.16275948583918265,0.15971238329762416,-0.0030471025415584885,0.0030471025415584885,-0.01872150508369897,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P07,M3,C10mask_14ada5c8617415bac9,mean_mse,0.09860110957748963,0.09958770911548821,0.000986599537998581,0.000986599537998581,0.010005967906712269,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P07,M3,C10mask_14ada5c8617415bac9,mean_mae,0.2253273340261825,0.22544317888795984,0.00011584486177734776,0.00011584486177734776,0.0005141181041261815,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P07,M0,C10mask_5bc6f1c83df494615a,median_pearson,0.011635034703449416,0.011635034703449416,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M0,C10mask_5bc6f1c83df494615a,mean_mse,2.6928562320062275,2.6928562320062275,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M0,C10mask_5bc6f1c83df494615a,mean_mae,1.478856279462843,1.478856279462843,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M3,C10mask_5bc6f1c83df494615a,median_pearson,0.17878272411154572,0.17878272411154567,-5.551115123125783e-17,5.551115123125783e-17,-3.1049505206455763e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M3,C10mask_5bc6f1c83df494615a,mean_mse,0.09876216320367849,0.09876216320367849,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P07,M3,C10mask_7e98db7b86535c6aa7,mean_mae,0.2213583175185919,0.22271386825472642,0.0013555507361345254,0.0013555507361345254,0.006123784962454247,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P07,M0,C10mask_7e98db7b86535c6aa7,median_pearson,0.014711428432207511,0.004617605405341466,-0.010093823026866046,0.010093823026866046,-0.6861212066102154,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_7e98db7b86535c6aa7,mean_mse,2.6960337069593847,2.9468702670633053,0.25083656010392064,0.25083656010392064,0.09303910387189364,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_7e98db7b86535c6aa7,mean_mae,1.479273985042245,1.5579269932396038,0.07865300819735888,0.07865300819735888,0.05317000703903592,per-mask panel 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_d1cdf342ea85b18291,mean_mse,2.684799462453008,2.9404857042612185,0.25568624180821065,0.25568624180821065,0.09523476348382423,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_d1cdf342ea85b18291,mean_mae,1.4755206426310048,1.555884274959663,0.08036363232865829,0.08036363232865829,0.054464593721550165,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M3,C10mask_d1cdf342ea85b18291,median_pearson,0.17771496896615352,0.17582588561135873,-0.0018890833547947905,0.0018890833547947905,-0.010629849391890975,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed0, +tier_b_primary_mask,BASS_P07,M0,C10mask_d5e92e8d45780bd2d4,median_pearson,0.011037445017336152,0.00611792047798243,-0.004919524539353721,0.004919524539353721,-0.4457122578302122,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_d5e92e8d45780bd2d4,mean_mse,2.672694247537942,2.9248493705316645,0.25215512299372245,0.25215512299372245,0.09434491926115571,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_d5e92e8d45780bd2d4,mean_mae,1.472763799678145,1.5522015849651576,0.07943778528701251,0.07943778528701251,0.053937899141989154,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M3,C10mask_d5e92e8d45780bd2d4,median_pearson,0.17379991364131153,0.17301085969341473,-0.0007890539478968006,0.0007890539478968006,-0.004540013463558164,per-mask panel 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export,seed2, +tier_b_primary_mask,BASS_P07,M3,C10mask_d5e92e8d45780bd2d4,mean_mae,0.2231662541154351,0.22312821926394594,-3.803485148914931e-05,3.803485148914931e-05,-0.0001704328086695195,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P07,M0,C10mask_e2f70b39d9a3799466,median_pearson,0.011338401073274041,0.011338401073274041,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M0,C10mask_e2f70b39d9a3799466,mean_mse,2.707794075600649,2.707794075600649,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M0,C10mask_e2f70b39d9a3799466,mean_mae,1.4824498470527385,1.4824498470527385,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P07,M3,C10mask_e2f70b39d9a3799466,mean_mae,0.22306079856344244,0.22454469612054737,0.0014838975571049295,0.0014838975571049295,0.006652435419677218,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P07,M0,C10mask_e2f70b39d9a3799466,median_pearson,0.011338401073274041,0.0061088167460240355,-0.0052295843272500055,0.0052295843272500055,-0.4612276716491144,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_e2f70b39d9a3799466,mean_mse,2.707794075600649,2.959790101442041,0.2519960258413918,0.2519960258413918,0.09306321633246556,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_e2f70b39d9a3799466,mean_mae,1.4824498470527385,1.561433418077773,0.0789835710250344,0.0789835710250344,0.05327908474074977,per-mask panel 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numerical export,seed0, +tier_b_primary_mask,BASS_P07,M3,C10mask_e3a726239fdd61d82a,mean_mse,0.09555776818194023,0.09609057751328408,0.0005328093313438503,0.0005328093313438503,0.0055757824976551485,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P07,M3,C10mask_e3a726239fdd61d82a,mean_mae,0.2224747285221637,0.2239925690068864,0.001517840484722699,0.001517840484722699,0.006822529888249696,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P07,M0,C10mask_e3a726239fdd61d82a,median_pearson,0.017698703927894386,0.018609804174585205,0.0009111002466908186,0.0009111002466908186,0.051478359681177636,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_e3a726239fdd61d82a,mean_mse,2.6825750697599786,2.9351660889615054,0.2525910192015268,0.2525910192015268,0.09415990704190329,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,BASS_P07,M3,C10mask_e3a726239fdd61d82a,median_pearson,0.1859000537097581,0.1850179905045477,-0.0008820632052103927,0.0008820632052103927,-0.004744824907837519,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P07,M3,C10mask_e3a726239fdd61d82a,mean_mse,0.09555776818194023,0.09615783584317777,0.0006000676612375466,0.0006000676612375466,0.006279632442807045,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P07,M3,C10mask_e3a726239fdd61d82a,mean_mae,0.2224747285221637,0.22225638413297957,-0.00021834438918413857,0.00021834438918413857,-0.0009814345684767802,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P07,M0,C10mask_e3b6f523f95529da22,median_pearson,0.018623754360214566,0.018623754360214566,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical 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numerical export,seed2, +tier_b_primary_mask,BASS_P07,M0,C10mask_ec24d73211307e1aa7,median_pearson,0.012815916371981196,0.012815916371981196,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M0,C10mask_ec24d73211307e1aa7,mean_mse,2.701876939416913,2.701876939416913,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M0,C10mask_ec24d73211307e1aa7,mean_mae,1.481334227751729,1.481334227751729,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M3,C10mask_ec24d73211307e1aa7,median_pearson,0.1970402660098758,0.19704026600987584,5.551115123125783e-17,5.551115123125783e-17,2.817249101179937e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M3,C10mask_ec24d73211307e1aa7,mean_mse,0.09592700693749082,0.09592700693749082,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M3,C10mask_ec24d73211307e1aa7,mean_mae,0.22298997496102158,0.22298997496102158,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P07,M0,C10mask_ec24d73211307e1aa7,median_pearson,0.012815916371981196,0.01971470988518152,0.006898793513200323,0.006898793513200323,0.5382988865535058,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P07,M0,C10mask_ec24d73211307e1aa7,mean_mse,2.701876939416913,2.8583129188797023,0.1564359794627892,0.1564359794627892,0.05789900242331146,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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numerical export,seed0, +tier_b_primary_mask,BASS_P07,M0,C10mask_ec24d73211307e1aa7,median_pearson,0.012815916371981196,0.017110246433436973,0.004294330061455777,0.004294330061455777,0.33507787791470445,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_ec24d73211307e1aa7,mean_mse,2.701876939416913,2.95570692993942,0.25382999052250677,0.25382999052250677,0.09394579998054439,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_ec24d73211307e1aa7,mean_mae,1.481334227751729,1.560419502663442,0.07908527491171302,0.07908527491171302,0.05338786712013224,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M3,C10mask_ec24d73211307e1aa7,median_pearson,0.1970402660098758,0.19517375618543356,-0.0018665098244422251,0.0018665098244422251,-0.00947273297097901,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M3,C10mask_ec24d73211307e1aa7,mean_mse,0.09592700693749082,0.09562434069682935,-0.00030266624066146997,0.00030266624066146997,-0.003155172357860568,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M3,C10mask_ec24d73211307e1aa7,mean_mae,0.22298997496102158,0.2232957239744484,0.000305749013426837,0.000305749013426837,0.0013711334488480105,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P07,M0,C10mask_ec24d73211307e1aa7,median_pearson,0.012815916371981196,0.01385874379800725,0.0010428274260260544,0.0010428274260260544,0.081369712142156,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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export,seed2, +tier_b_primary_mask,BASS_P07,M3,C10mask_ec24d73211307e1aa7,mean_mae,0.22298997496102158,0.2229815765087661,-8.398452255475863e-06,8.398452255475863e-06,-3.766291402536775e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_1cc0c12616bec58dbb,median_pearson,0.09937660452198771,0.09937660452198771,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_1cc0c12616bec58dbb,mean_mse,2.1285051592996744,2.1285051592996744,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_1cc0c12616bec58dbb,mean_mae,1.2648343333376502,1.2648343333376502,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_1cc0c12616bec58dbb,median_pearson,0.3825590182143068,0.38255901821430693,1.1102230246251565e-16,1.1102230246251565e-16,2.9020960734566125e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_1cc0c12616bec58dbb,mean_mse,0.09626748606206399,0.09626748606206399,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_1cc0c12616bec58dbb,mean_mae,0.21381662725422884,0.21381662725422884,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_1cc0c12616bec58dbb,median_pearson,0.09937660452198771,0.10318949300406136,0.0038128884820736453,0.0038128884820736453,0.038368069631821836,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_1cc0c12616bec58dbb,mean_mae,0.21381662725422884,0.214270975516419,0.0004543482621901518,0.0004543482621901518,0.002124943546368496,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_1cc0c12616bec58dbb,median_pearson,0.09937660452198771,0.10024407548940317,0.0008674709674154624,0.0008674709674154624,0.008729126654991808,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_1cc0c12616bec58dbb,mean_mse,2.1285051592996744,2.435865976581098,0.3073608172814235,0.3073608172814235,0.144402195098532,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_1cc0c12616bec58dbb,mean_mae,1.2648343333376502,1.366595581080613,0.1017612477429628,0.1017612477429628,0.08045421053240609,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_1cc0c12616bec58dbb,median_pearson,0.3825590182143068,0.3889767137752198,0.006417695560912984,0.006417695560912984,0.016775700624884593,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_1cc0c12616bec58dbb,mean_mse,0.09626748606206399,0.09591431281701433,-0.0003531732450496594,0.0003531732450496594,-0.0036686659171920972,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_1cc0c12616bec58dbb,mean_mae,0.21381662725422884,0.21526859785172586,0.001451970597497021,0.001451970597497021,0.006790728186777645,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_1cc0c12616bec58dbb,median_pearson,0.09937660452198771,0.09386861712689054,-0.005507987395097169,0.005507987395097169,-0.05542539334676595,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_1cc0c12616bec58dbb,mean_mse,2.1285051592996744,1.9109246751888462,-0.2175804841108282,0.2175804841108282,-0.10222220188670673,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_1cc0c12616bec58dbb,mean_mae,1.2648343333376502,1.1765284327833125,-0.08830590055433762,0.08830590055433762,-0.06981617926303095,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_1cc0c12616bec58dbb,median_pearson,0.3825590182143068,0.37761875282680757,-0.004940265387499254,0.004940265387499254,-0.012913733965962222,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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+tier_b_primary_mask,BASS_P08,M0,C10mask_30a9a90c29bdbd8fa9,mean_mae,1.26288091154694,1.26288091154694,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_30a9a90c29bdbd8fa9,median_pearson,0.40673616607007224,0.40673616607007224,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_30a9a90c29bdbd8fa9,mean_mse,0.09287137649706406,0.09287137649706406,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_30a9a90c29bdbd8fa9,mean_mae,0.210965649997428,0.210965649997428,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_30a9a90c29bdbd8fa9,median_pearson,0.09995859733476081,0.08912622441692176,-0.010832372917839048,0.010832372917839048,-0.10836859666569237,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_30a9a90c29bdbd8fa9,mean_mse,2.1189515202570335,2.209489340383002,0.09053782012596834,0.09053782012596834,0.042727650567005844,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_30a9a90c29bdbd8fa9,mean_mae,1.26288091154694,1.2922069427142657,0.029326031167325795,0.029326031167325795,0.02322153332051197,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_30a9a90c29bdbd8fa9,median_pearson,0.40673616607007224,0.40225475508465747,-0.004481410985414769,0.004481410985414769,-0.011017980104190474,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_30a9a90c29bdbd8fa9,mean_mse,0.09287137649706406,0.09318234472332289,0.0003109682262588259,0.0003109682262588259,0.003348375333584687,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_30a9a90c29bdbd8fa9,mean_mae,0.210965649997428,0.21163802649443691,0.0006723764970089086,0.0006723764970089086,0.003187137323147659,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_30a9a90c29bdbd8fa9,median_pearson,0.09995859733476081,0.08680545789020694,-0.013153139444553874,0.013153139444553874,-0.13158587450466197,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_30a9a90c29bdbd8fa9,mean_mse,2.1189515202570335,2.429091525136578,0.3101400048795444,0.3101400048795444,0.14636484219418278,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_30a9a90c29bdbd8fa9,mean_mae,1.26288091154694,1.3657834597260823,0.10290254817914235,0.10290254817914235,0.08148238463205054,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_30a9a90c29bdbd8fa9,median_pearson,0.40673616607007224,0.4070223753653016,0.0002862092952293782,0.0002862092952293782,0.0007036730910721873,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_30a9a90c29bdbd8fa9,mean_mse,0.09287137649706406,0.09251210777759412,-0.0003592687194699379,0.0003592687194699379,-0.0038684547706827133,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_30a9a90c29bdbd8fa9,median_pearson,0.40673616607007224,0.4052094187725907,-0.0015267472974815344,0.0015267472974815344,-0.0037536551328423234,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_30a9a90c29bdbd8fa9,mean_mse,0.09287137649706406,0.0940615515319504,0.0011901750348863316,0.0011901750348863316,0.012815305207885624,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_30a9a90c29bdbd8fa9,mean_mae,0.210965649997428,0.21152253407402555,0.0005568840765975414,0.0005568840765975414,0.002639690758207939,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_6655fdb8ee75c0eb81,median_pearson,0.08822525944031263,0.08822525944031263,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_6655fdb8ee75c0eb81,mean_mse,2.114013798083964,2.4226824545926435,0.30866865650867936,0.30866865650867936,0.14601071042603464,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_6655fdb8ee75c0eb81,mean_mae,1.2611779455932945,1.3638497433589833,0.1026717977656888,0.1026717977656888,0.08140944592667217,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_6655fdb8ee75c0eb81,median_pearson,0.39616303232923766,0.39815139060962246,0.0019883582803847943,0.0019883582803847943,0.005019040440735362,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_6655fdb8ee75c0eb81,mean_mae,1.2611779455932945,1.1728439619191289,-0.08833398367416567,0.08833398367416567,-0.07004085663154443,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_6655fdb8ee75c0eb81,median_pearson,0.39616303232923766,0.40485191614815674,0.00868888381891908,0.00868888381891908,0.02193259620372161,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_6655fdb8ee75c0eb81,mean_mse,0.09314981018766687,0.09429461589840128,0.0011448057107344145,0.0011448057107344145,0.012289941422618035,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_6655fdb8ee75c0eb81,mean_mae,0.21235787150356547,0.2128637721111104,0.0005059006075449346,0.0005059006075449346,0.002382302120298096,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_67a9e49bd3ea5897a8,median_pearson,0.10038003448604067,0.10038003448604067,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_67a9e49bd3ea5897a8,mean_mse,2.1164933323758417,2.1164933323758417,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_67a9e49bd3ea5897a8,mean_mae,1.2616822443994116,1.2616822443994116,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_67a9e49bd3ea5897a8,median_pearson,0.3954105358661777,0.3954105358661777,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_67a9e49bd3ea5897a8,median_pearson,0.10038003448604067,0.09783028180235558,-0.002549752683685097,0.002549752683685097,-0.025400994298718615,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_67a9e49bd3ea5897a8,mean_mse,2.1164933323758417,2.4195275571630677,0.30303422478722597,0.30303422478722597,0.14317750032647583,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_67a9e49bd3ea5897a8,mean_mae,1.2616822443994116,1.3624777332384537,0.1007954888390421,0.1007954888390421,0.07988975773137155,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_67a9e49bd3ea5897a8,median_pearson,0.3954105358661777,0.39700002742478974,0.001589491558612044,0.001589491558612044,0.00401985130499909,per-mask panel 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export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_67a9e49bd3ea5897a8,mean_mae,0.21309374618904756,0.2135608257016403,0.00046707951259275515,0.00046707951259275515,0.002191896857350203,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_67b7b28053aa2dc12b,median_pearson,0.09573100910063069,0.09573100910063069,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_67b7b28053aa2dc12b,mean_mse,2.112193779089837,2.112193779089837,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_67b7b28053aa2dc12b,mean_mae,1.2590488855525317,1.2590488855525317,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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+tier_b_primary_mask,BASS_P08,M0,C10mask_67b7b28053aa2dc12b,mean_mse,2.112193779089837,2.203991424648835,0.09179764555899794,0.09179764555899794,0.043460806706169905,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_67b7b28053aa2dc12b,mean_mae,1.2590488855525317,1.2889560346745716,0.029907149122039955,0.029907149122039955,0.02375376322970593,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_67b7b28053aa2dc12b,median_pearson,0.3924000834376722,0.39001699766068265,-0.0023830857769895353,0.0023830857769895353,-0.006073102115861447,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_67b7b28053aa2dc12b,mean_mse,0.09525438154202648,0.09558100846057364,0.0003266269185471654,0.0003266269185471654,0.0034289962651540265,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_67b7b28053aa2dc12b,mean_mae,0.21307062382581898,0.2137447240374968,0.000674100211677825,0.000674100211677825,0.003163740733348998,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_67b7b28053aa2dc12b,median_pearson,0.09573100910063069,0.09509091004652914,-0.0006400990541015478,0.0006400990541015478,-0.0066864337910476565,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_67b7b28053aa2dc12b,mean_mse,2.112193779089837,2.417766100813109,0.30557232172327176,0.30557232172327176,0.1446705907139569,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_67b7b28053aa2dc12b,mean_mae,1.2590488855525317,1.3601924904534946,0.10114360490096286,0.10114360490096286,0.08033334214546892,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_67b7b28053aa2dc12b,median_pearson,0.3924000834376722,0.3947520665594413,0.0023519831217690967,0.0023519831217690967,0.005993839504732622,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_67b7b28053aa2dc12b,mean_mse,0.09525438154202648,0.09485084264892439,-0.00040353889310208724,0.00040353889310208724,-0.0042364339211424604,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_67b7b28053aa2dc12b,mean_mae,0.21307062382581898,0.21435165232657144,0.0012810285007524569,0.0012810285007524569,0.006012224856485483,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_67b7b28053aa2dc12b,median_pearson,0.09573100910063069,0.0871833984717513,-0.00854761062887939,0.00854761062887939,-0.08928779409286595,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_67b7b28053aa2dc12b,mean_mse,2.112193779089837,1.8970442061815833,-0.21514957290825376,0.21514957290825376,-0.10186071706023281,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_67b7b28053aa2dc12b,mean_mae,1.2590488855525317,1.1711524760848233,-0.08789640946770838,0.08789640946770838,-0.0698117527256578,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_67b7b28053aa2dc12b,median_pearson,0.3924000834376722,0.38774177516994757,-0.00465830826772462,0.00465830826772462,-0.011871323336414464,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_67b7b28053aa2dc12b,mean_mse,0.09525438154202648,0.09645630770063585,0.0012019261586093677,0.0012019261586093677,0.01261806689783687,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_67b7b28053aa2dc12b,mean_mae,0.21307062382581898,0.21359717572228548,0.0005265518964664984,0.0005265518964664984,0.002471255243974618,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_8de19fe2867c492f7c,median_pearson,0.09431597861981723,0.09431597861981723,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_8de19fe2867c492f7c,mean_mse,2.1353311616915933,2.1353311616915933,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_8de19fe2867c492f7c,mean_mae,1.2682297926326855,1.2682297926326855,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_8de19fe2867c492f7c,median_pearson,0.3845180001950005,0.3845180001950005,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_8de19fe2867c492f7c,mean_mse,0.09283411251127179,0.09283411251127179,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_8de19fe2867c492f7c,mean_mae,0.21077939795072925,0.21077939795072925,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_8de19fe2867c492f7c,median_pearson,0.09431597861981723,0.09118236377987116,-0.003133614839946078,0.003133614839946078,-0.03322464428405621,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_8de19fe2867c492f7c,mean_mse,2.1353311616915933,2.2302904391918976,0.0949592775003043,0.0949592775003043,0.04447051548907209,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_8de19fe2867c492f7c,mean_mae,1.2682297926326855,1.2983208195121783,0.03009102687949272,0.03009102687949272,0.023726793877809425,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_8de19fe2867c492f7c,median_pearson,0.3845180001950005,0.3834246394182453,-0.0010933607767552034,0.0010933607767552034,-0.002843457981682854,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_8de19fe2867c492f7c,mean_mse,0.09283411251127179,0.09321063967481251,0.00037652716354072413,0.00037652716354072413,0.004055913859197035,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_8de19fe2867c492f7c,mean_mae,0.21077939795072925,0.21157125707862107,0.0007918591278918141,0.0007918591278918141,0.003756814639336408,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_8de19fe2867c492f7c,median_pearson,0.09431597861981723,0.09496786906662619,0.0006518904468089531,0.0006518904468089531,0.006911771010050051,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_8de19fe2867c492f7c,mean_mse,2.1353311616915933,2.4409060614644575,0.30557489977286423,0.30557489977286423,0.14310421973647877,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_8de19fe2867c492f7c,mean_mae,1.2682297926326855,1.369488557503466,0.10125876487078056,0.10125876487078056,0.07984260065408186,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_8de19fe2867c492f7c,median_pearson,0.3845180001950005,0.3843172166747778,-0.00020078352022268042,0.00020078352022268042,-0.0005221693655975978,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_8de19fe2867c492f7c,mean_mse,0.09283411251127179,0.09234138519451324,-0.0004927273167585483,0.0004927273167585483,-0.0053076105693230175,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_8de19fe2867c492f7c,mean_mae,0.21077939795072925,0.2118806579401612,0.0011012599894319464,0.0011012599894319464,0.005224704122598222,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_8de19fe2867c492f7c,median_pearson,0.09431597861981723,0.09211293578459105,-0.002203042835226182,0.002203042835226182,-0.023358108217341755,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_8de19fe2867c492f7c,mean_mse,2.1353311616915933,1.9185129871834632,-0.21681817450813012,0.21681817450813012,-0.10153843038396367,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_8de19fe2867c492f7c,mean_mae,1.2682297926326855,1.1801647002226523,-0.08806509241003324,0.08806509241003324,-0.06943938150768496,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_8de19fe2867c492f7c,median_pearson,0.3845180001950005,0.3809680355601137,-0.003549964634886771,0.003549964634886771,-0.009232245650623581,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_8de19fe2867c492f7c,mean_mse,0.09283411251127179,0.09408601732974614,0.0012519048184743559,0.0012519048184743559,0.01348539652729864,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_8de19fe2867c492f7c,mean_mae,0.21077939795072925,0.2113918968886911,0.0006124989379618362,0.0006124989379618362,0.002905876683949021,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_9165bfe475f12f4115,median_pearson,0.0855499020464229,0.0855499020464229,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_9165bfe475f12f4115,mean_mse,2.139472041451286,2.139472041451286,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_9165bfe475f12f4115,mean_mae,1.2715817934750948,1.2715817934750948,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_9165bfe475f12f4115,median_pearson,0.3901766573982869,0.3901766573982869,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_9165bfe475f12f4115,mean_mse,0.09588336765462381,0.09588336765462381,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_9165bfe475f12f4115,mean_mae,0.21405675107995725,0.2140567510799573,5.551115123125783e-17,5.551115123125783e-17,2.5932913094865476e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_9165bfe475f12f4115,median_pearson,0.0855499020464229,0.0847830806350846,-0.0007668214113382976,0.0007668214113382976,-0.008963439968898956,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_9165bfe475f12f4115,mean_mse,2.139472041451286,2.230282652960841,0.09081061150955483,0.09081061150955483,0.042445336863553736,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_9165bfe475f12f4115,mean_mae,1.2715817934750948,1.3005134997117473,0.028931706236652532,0.028931706236652532,0.022752532621267977,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_9165bfe475f12f4115,median_pearson,0.3901766573982869,0.39071452173178095,0.0005378643334940647,0.0005378643334940647,0.0013785148939471801,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_9165bfe475f12f4115,mean_mse,0.09588336765462381,0.09615848563977428,0.0002751179851504665,0.0002751179851504665,0.002869298313983441,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_9165bfe475f12f4115,mean_mae,0.21405675107995725,0.21464883978548033,0.000592088705523075,0.000592088705523075,0.0027660361214298275,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_9165bfe475f12f4115,median_pearson,0.0855499020464229,0.09060045287866098,0.005050550832238071,0.005050550832238071,0.059036313443087685,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_9165bfe475f12f4115,mean_mse,2.139472041451286,2.4501257542511707,0.31065371279988474,0.31065371279988474,0.1452011088628933,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_9165bfe475f12f4115,mean_mae,1.2715817934750948,1.373785450120166,0.10220365664507125,0.10220365664507125,0.08037521232964477,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_9165bfe475f12f4115,median_pearson,0.3901766573982869,0.38581911132272795,-0.004357546075558938,0.004357546075558938,-0.01116813626067542,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_9165bfe475f12f4115,mean_mse,0.09588336765462381,0.09560139888951559,-0.00028196876510822033,0.00028196876510822033,-0.0029407474101648626,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_9165bfe475f12f4115,mean_mae,0.21405675107995725,0.21550195331120053,0.001445202231243281,0.001445202231243281,0.006751491013256809,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_9165bfe475f12f4115,median_pearson,0.0855499020464229,0.0911227460932238,0.00557284404680089,0.00557284404680089,0.06514144275439188,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_9165bfe475f12f4115,mean_mse,2.139472041451286,1.9211598090040318,-0.21831223244725417,0.21831223244725417,-0.1020402361973212,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_9165bfe475f12f4115,mean_mae,1.2715817934750948,1.1827580720508162,-0.08882372142427863,0.08882372142427863,-0.06985293583162516,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_9165bfe475f12f4115,median_pearson,0.3901766573982869,0.39181316876335687,0.0016365113650699814,0.0016365113650699814,0.004194283112634935,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_9165bfe475f12f4115,mean_mse,0.09588336765462381,0.09702217554191045,0.0011388078872866386,0.0011388078872866386,0.011877011781528947,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_9165bfe475f12f4115,mean_mae,0.21405675107995725,0.21454693880990014,0.000490187729942887,0.000490187729942887,0.0022899895820608137,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_d0b0d016466df2d39d,median_pearson,0.0969015561548911,0.0969015561548911,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_d0b0d016466df2d39d,mean_mse,2.114531102190784,2.114531102190784,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_d0b0d016466df2d39d,mean_mae,1.2622310888999393,1.2622310888999393,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_d0b0d016466df2d39d,median_pearson,0.39811585179828557,0.39811585179828557,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_d0b0d016466df2d39d,mean_mse,0.0928123597651759,0.0928123597651759,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_d0b0d016466df2d39d,mean_mae,0.21038818158208902,0.21038818158208902,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_d0b0d016466df2d39d,median_pearson,0.0969015561548911,0.09349467590559839,-0.0034068802492927125,0.0034068802492927125,-0.03515815828434196,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_d0b0d016466df2d39d,mean_mse,2.114531102190784,2.2071247412800092,0.09259363908922502,0.09259363908922502,0.04378920650223225,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_d0b0d016466df2d39d,mean_mae,1.2622310888999393,1.2916969217385732,0.02946583283863391,0.02946583283863391,0.023344245834028693,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_d0b0d016466df2d39d,median_pearson,0.39811585179828557,0.39629290624845853,-0.0018229455498270375,0.0018229455498270375,-0.004578932342414424,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_d0b0d016466df2d39d,mean_mse,0.0928123597651759,0.0930878042953241,0.0002754445301481889,0.0002754445301481889,0.0029677569975064717,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_d0b0d016466df2d39d,mean_mae,0.21038818158208902,0.210986210570227,0.0005980289881379885,0.0005980289881379885,0.002842502766271832,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_d0b0d016466df2d39d,median_pearson,0.0969015561548911,0.09552840568154536,-0.0013731504733457411,0.0013731504733457411,-0.014170571947790454,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_d0b0d016466df2d39d,mean_mse,2.114531102190784,2.4244282341474035,0.3098971319566193,0.3098971319566193,0.14655595826211626,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_d0b0d016466df2d39d,mean_mae,1.2622310888999393,1.3651372957969,0.10290620689696062,0.10290620689696062,0.0815272320591038,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_d0b0d016466df2d39d,median_pearson,0.39811585179828557,0.39816555309658813,4.9701298302562424e-05,4.9701298302562424e-05,0.00012484129450777236,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_d0b0d016466df2d39d,mean_mse,0.0928123597651759,0.09256085178895342,-0.00025150797622248977,0.00025150797622248977,-0.002709854343309758,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_d0b0d016466df2d39d,mean_mae,0.21038818158208902,0.21172036910449818,0.0013321875224091562,0.0013321875224091562,0.00633204542380326,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_d0b0d016466df2d39d,median_pearson,0.0969015561548911,0.09219474527679539,-0.004706810878095713,0.004706810878095713,-0.04857311961607891,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_d0b0d016466df2d39d,mean_mse,2.114531102190784,1.896801840223771,-0.21772926196701325,0.21772926196701325,-0.10296810566722445,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_d0b0d016466df2d39d,mean_mae,1.2622310888999393,1.173168514378581,-0.08906257452135824,0.08906257452135824,-0.07055964260789847,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_d0b0d016466df2d39d,median_pearson,0.39811585179828557,0.39494855724808386,-0.0031672945502017047,0.0031672945502017047,-0.007955710720623317,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_d0b0d016466df2d39d,mean_mse,0.0928123597651759,0.0939281352974996,0.0011157755323236984,0.0011157755323236984,0.01202184208166581,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_d0b0d016466df2d39d,mean_mae,0.21038818158208902,0.2109249173167816,0.0005367357346925672,0.0005367357346925672,0.0025511686571764217,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_d79085090db32d08b4,median_pearson,0.09452883022942321,0.09452883022942321,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_d79085090db32d08b4,mean_mse,2.107242724610498,2.107242724610498,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_d79085090db32d08b4,mean_mae,1.2581244784491232,1.2581244784491232,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_d79085090db32d08b4,median_pearson,0.40378646824363995,0.40378646824363995,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_d79085090db32d08b4,mean_mse,0.09566692080714734,0.09566692080714734,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_d79085090db32d08b4,mean_mae,0.2135930395260205,0.2135930395260205,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_d79085090db32d08b4,median_pearson,0.09452883022942321,0.09103676157375507,-0.0034920686556681457,0.0034920686556681457,-0.03694183718546851,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_d79085090db32d08b4,mean_mse,2.107242724610498,2.20294956762932,0.09570684301882171,0.09570684301882171,0.04541804411094224,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_d79085090db32d08b4,mean_mae,1.2581244784491232,1.2892444655824613,0.03111998713333808,0.03111998713333808,0.024735221090125645,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_d79085090db32d08b4,median_pearson,0.40378646824363995,0.40244424454649763,-0.0013422236971423196,0.0013422236971423196,-0.0033240928131658878,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_d79085090db32d08b4,mean_mse,0.09566692080714734,0.095956033471144,0.00028911266399665736,0.00028911266399665736,0.003022075567577561,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_d79085090db32d08b4,mean_mae,0.2135930395260205,0.21426863885945757,0.0006755993334370824,0.0006755993334370824,0.003163021299459429,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_d79085090db32d08b4,median_pearson,0.09452883022942321,0.09001496279398605,-0.004513867435437163,0.004513867435437163,-0.04775122493827464,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_d79085090db32d08b4,mean_mse,2.107242724610498,2.4110244461919295,0.30378172158143135,0.30378172158143135,0.14416076422215776,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_d79085090db32d08b4,mean_mae,1.2581244784491232,1.3594575048136261,0.10133302636450292,0.10133302636450292,0.08054292568046612,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_d79085090db32d08b4,median_pearson,0.40378646824363995,0.4109346114120234,0.0071481431683834695,0.0071481431683834695,0.017702780381610918,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_d79085090db32d08b4,mean_mse,0.09566692080714734,0.09495108640051798,-0.0007158344066293537,0.0007158344066293537,-0.007482569738733279,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_d79085090db32d08b4,mean_mae,0.2135930395260205,0.21458808242160984,0.0009950428955893542,0.0009950428955893542,0.004658592329588228,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_d79085090db32d08b4,median_pearson,0.09452883022942321,0.09891705548428742,0.004388225254864209,0.004388225254864209,0.04642208355074219,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_d79085090db32d08b4,mean_mse,2.107242724610498,1.8920586258557381,-0.21518409875475997,0.21518409875475997,-0.10211642742510098,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_d79085090db32d08b4,mean_mae,1.2581244784491232,1.1698691657139801,-0.08825531273514309,0.08825531273514309,-0.07014831540670323,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_d79085090db32d08b4,median_pearson,0.40378646824363995,0.4051286026267819,0.0013421343831419574,0.0013421343831419574,0.003323871621998312,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_d79085090db32d08b4,mean_mse,0.09566692080714734,0.09723173984817857,0.001564819041031229,0.001564819041031229,0.016356950007680403,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_d79085090db32d08b4,mean_mae,0.2135930395260205,0.21451391801577308,0.0009208784897525857,0.0009208784897525857,0.004311369376998831,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_fc467ba6aa850ef6ed,median_pearson,0.09279677770234489,0.09279677770234489,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_fc467ba6aa850ef6ed,mean_mse,2.1096511826120006,2.1096511826120006,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_fc467ba6aa850ef6ed,mean_mae,1.260834287100077,1.260834287100077,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_fc467ba6aa850ef6ed,median_pearson,0.381538039212722,0.381538039212722,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_fc467ba6aa850ef6ed,mean_mse,0.09662781092783719,0.09662781092783719,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M3,C10mask_fc467ba6aa850ef6ed,mean_mae,0.21377015870340707,0.21377015870340707,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P08,M0,C10mask_fc467ba6aa850ef6ed,median_pearson,0.09279677770234489,0.08650935950964361,-0.0062874181927012746,0.0062874181927012746,-0.06775470386341224,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_fc467ba6aa850ef6ed,mean_mse,2.1096511826120006,2.1995953736460017,0.08994419103400109,0.08994419103400109,0.042634626887767965,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_fc467ba6aa850ef6ed,mean_mae,1.260834287100077,1.289879758051435,0.0290454709513579,0.0290454709513579,0.02303670771689004,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_fc467ba6aa850ef6ed,median_pearson,0.381538039212722,0.3806735260703084,-0.0008645131424135921,0.0008645131424135921,-0.0022658635668345328,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_fc467ba6aa850ef6ed,mean_mse,0.09662781092783719,0.09696552115645338,0.0003377102286161865,0.0003377102286161865,0.0034949589085526583,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M3,C10mask_fc467ba6aa850ef6ed,mean_mae,0.21377015870340707,0.21436433090985121,0.0005941722064441435,0.0005941722064441435,0.002779490879587739,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P08,M0,C10mask_fc467ba6aa850ef6ed,median_pearson,0.09279677770234489,0.09162776748514176,-0.0011690102172031286,0.0011690102172031286,-0.012597530282278205,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_fc467ba6aa850ef6ed,mean_mse,2.1096511826120006,2.421619761378176,0.31196857876617523,0.31196857876617523,0.1478768534521052,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_fc467ba6aa850ef6ed,mean_mae,1.260834287100077,1.3642503494080935,0.10341606230801648,0.10341606230801648,0.08202193053131016,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_fc467ba6aa850ef6ed,median_pearson,0.381538039212722,0.38451873133104486,0.0029806921183228585,0.0029806921183228585,0.0078123065382243815,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_fc467ba6aa850ef6ed,mean_mse,0.09662781092783719,0.0962315217095499,-0.00039628921828728514,0.00039628921828728514,-0.004101192135908353,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M3,C10mask_fc467ba6aa850ef6ed,mean_mae,0.21377015870340707,0.21524565637958296,0.0014754976761758853,0.0014754976761758853,0.00690226215448082,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P08,M0,C10mask_fc467ba6aa850ef6ed,median_pearson,0.09279677770234489,0.08991183708710616,-0.0028849406152387236,0.0028849406152387236,-0.031088801644518996,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_fc467ba6aa850ef6ed,mean_mse,2.1096511826120006,1.8919426302406277,-0.21770855237137288,0.21770855237137288,-0.10319646876495651,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M0,C10mask_fc467ba6aa850ef6ed,mean_mae,1.260834287100077,1.1715995803546213,-0.08923470674545575,0.08923470674545575,-0.07077433383469914,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_fc467ba6aa850ef6ed,median_pearson,0.381538039212722,0.38246354339733735,0.0009255041846153444,0.0009255041846153444,0.002425719297937002,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_fc467ba6aa850ef6ed,mean_mse,0.09662781092783719,0.09782537873682948,0.0011975678089922864,0.0011975678089922864,0.012393614193398673,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P08,M3,C10mask_fc467ba6aa850ef6ed,mean_mae,0.21377015870340707,0.21426686619410273,0.0004967074906956637,0.0004967074906956637,0.002323558600079512,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_206fb323c0a8cbadef,median_pearson,0.07725239135093948,0.07725239135093948,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_206fb323c0a8cbadef,mean_mse,1.7635556270322204,1.7635556270322204,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_206fb323c0a8cbadef,mean_mae,1.1080879524859497,1.1080879524859497,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_206fb323c0a8cbadef,median_pearson,0.3863127014990612,0.3863127014990613,5.551115123125783e-17,5.551115123125783e-17,1.4369486433102104e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_206fb323c0a8cbadef,mean_mse,0.13750072975803193,0.13750072975803196,2.7755575615628914e-17,2.7755575615628914e-17,2.0185766042458118e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_206fb323c0a8cbadef,mean_mae,0.2661913886132307,0.26619138861323066,-5.551115123125783e-17,5.551115123125783e-17,-2.0853849375238096e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_206fb323c0a8cbadef,median_pearson,0.07725239135093948,0.06424403085369146,-0.013008360497248017,0.013008360497248017,-0.16838780353289118,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_206fb323c0a8cbadef,mean_mse,1.7635556270322204,1.8192746633883874,0.05571903635616704,0.05571903635616704,0.03159471439522052,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_206fb323c0a8cbadef,mean_mae,1.1080879524859497,1.1365958741940956,0.028507921708145867,0.028507921708145867,0.025727129010102056,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_206fb323c0a8cbadef,median_pearson,0.3863127014990612,0.3847712782200149,-0.0015414232790463278,0.0015414232790463278,-0.003990092153493621,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_206fb323c0a8cbadef,mean_mse,0.13750072975803193,0.13843987606503133,0.0009391463069993999,0.0009391463069993999,0.006830118710293906,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_206fb323c0a8cbadef,mean_mae,0.2661913886132307,0.26676988465840984,0.0005784960451791221,0.0005784960451791221,0.002173233507638604,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_206fb323c0a8cbadef,median_pearson,0.07725239135093948,0.08840996079531596,0.011157569444376486,0.011157569444376486,0.14443008493666257,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_206fb323c0a8cbadef,mean_mse,1.7635556270322204,2.005240265764476,0.24168463873225554,0.24168463873225554,0.13704395542031855,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_206fb323c0a8cbadef,mean_mae,1.1080879524859497,1.175833072611491,0.06774512012554124,0.06774512012554124,0.06113695214676583,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_206fb323c0a8cbadef,median_pearson,0.3863127014990612,0.3911228033687276,0.0048101018696664055,0.0048101018696664055,0.012451316902087659,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_206fb323c0a8cbadef,mean_mse,0.13750072975803193,0.13570692444326465,-0.0017938053147672772,0.0017938053147672772,-0.013045787596356334,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_206fb323c0a8cbadef,mean_mae,0.2661913886132307,0.26523226756090595,-0.0009591210523247629,0.0009591210523247629,-0.003603125770978043,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_206fb323c0a8cbadef,median_pearson,0.07725239135093948,0.06516996874939349,-0.012082422601545989,0.012082422601545989,-0.15640192349073545,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_206fb323c0a8cbadef,mean_mse,1.7635556270322204,1.626176862519296,-0.1373787645129243,0.1373787645129243,-0.07789874184128266,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_206fb323c0a8cbadef,mean_mae,1.1080879524859497,1.056975512405633,-0.05111244008031668,0.05111244008031668,-0.04612669956897196,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_206fb323c0a8cbadef,median_pearson,0.3863127014990612,0.38198835945428233,-0.004324342044778884,0.004324342044778884,-0.011193890410536741,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_206fb323c0a8cbadef,mean_mse,0.13750072975803193,0.13931190973076524,0.0018111799727333067,0.0018111799727333067,0.013172148074563284,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_206fb323c0a8cbadef,mean_mae,0.2661913886132307,0.26817713504615515,0.001985746432924429,0.001985746432924429,0.007459844750311092,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_28549356359c66cf3d,median_pearson,0.06609771655034713,0.06609771655034713,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_28549356359c66cf3d,mean_mse,1.7664978258885335,1.7664978258885335,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_28549356359c66cf3d,mean_mae,1.1084337402599678,1.1084337402599678,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_28549356359c66cf3d,median_pearson,0.37134834863598676,0.3713483486359868,5.551115123125783e-17,5.551115123125783e-17,1.4948538598638683e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_28549356359c66cf3d,mean_mse,0.1399888575733171,0.13998885757331714,2.7755575615628914e-17,2.7755575615628914e-17,1.9826989159542457e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_28549356359c66cf3d,mean_mae,0.26924378821838707,0.26924378821838707,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_28549356359c66cf3d,median_pearson,0.06609771655034713,0.05250961948148895,-0.013588097068858176,0.013588097068858176,-0.2055758924517161,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_28549356359c66cf3d,mean_mse,1.7664978258885335,1.8197310002913922,0.053233174402858685,0.053233174402858685,0.03013486550773582,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_28549356359c66cf3d,mean_mae,1.1084337402599678,1.135985123597151,0.02755138333718321,0.02755138333718321,0.02485613919576412,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_28549356359c66cf3d,median_pearson,0.37134834863598676,0.36961406092190524,-0.0017342877140815172,0.0017342877140815172,-0.004670244853523095,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_28549356359c66cf3d,mean_mse,0.1399888575733171,0.1407807261481092,0.0007918685747920762,0.0007918685747920762,0.00565665431177154,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_28549356359c66cf3d,mean_mae,0.26924378821838707,0.26967136626921756,0.0004275780508304905,0.0004275780508304905,0.001588070252835978,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_28549356359c66cf3d,median_pearson,0.06609771655034713,0.07701496175841613,0.010917245208068999,0.010917245208068999,0.1651682656806041,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_28549356359c66cf3d,mean_mse,1.7664978258885335,2.0067933372877036,0.24029551139917005,0.24029551139917005,0.13602932756416128,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_28549356359c66cf3d,mean_mae,1.1084337402599678,1.175702850817591,0.0672691105576233,0.0672691105576233,0.06068843640743583,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_28549356359c66cf3d,median_pearson,0.37134834863598676,0.3785460294793836,0.0071976808433968364,0.0071976808433968364,0.019382557832382727,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_28549356359c66cf3d,mean_mse,0.1399888575733171,0.13820002488293584,-0.0017888326903812701,0.0017888326903812701,-0.012778393376375654,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_28549356359c66cf3d,mean_mae,0.26924378821838707,0.2683986897977196,-0.0008450984206674894,0.0008450984206674894,-0.003138785211200562,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_28549356359c66cf3d,median_pearson,0.06609771655034713,0.058181367051256844,-0.007916349499090286,0.007916349499090286,-0.11976736735013142,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_28549356359c66cf3d,mean_mse,1.7664978258885335,1.6329063099302636,-0.1335915159582699,0.1335915159582699,-0.07562506672832982,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_28549356359c66cf3d,mean_mae,1.1084337402599678,1.058838535045956,-0.04959520521401184,0.04959520521401184,-0.0447435001413616,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_28549356359c66cf3d,median_pearson,0.37134834863598676,0.36210439492659774,-0.009243953709389019,0.009243953709389019,-0.024892944167769493,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_28549356359c66cf3d,mean_mse,0.1399888575733171,0.14194227011534666,0.001953412542029548,0.001953412542029548,0.013954057314929345,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_28549356359c66cf3d,mean_mae,0.26924378821838707,0.2712443551963547,0.0020005669779676327,0.0020005669779676327,0.007430318044496341,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_28d2126c44b22baa16,median_pearson,0.08281006604279618,0.08281006604279618,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_28d2126c44b22baa16,mean_mse,1.760926678062568,1.760926678062568,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_28d2126c44b22baa16,mean_mae,1.1063688694309621,1.1063688694309621,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_28d2126c44b22baa16,mean_mae,0.2650065120193881,0.26546834821546444,0.0004618361960763706,0.0004618361960763706,0.001742735273020696,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_28d2126c44b22baa16,median_pearson,0.08281006604279618,0.09267596020798452,0.009865894165188335,0.009865894165188335,0.11913882739919139,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_28d2126c44b22baa16,mean_mse,1.760926678062568,2.0015640753465873,0.24063739728401923,0.24063739728401923,0.13665384270785014,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_28d2126c44b22baa16,mean_mae,1.1063688694309621,1.1734958026600557,0.06712693322909358,0.06712693322909358,0.06067319416138211,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_28d2126c44b22baa16,median_pearson,0.38462856402154627,0.38983167288603904,0.005203108864492767,0.005203108864492767,0.013527619504102398,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_28d2126c44b22baa16,mean_mse,0.1358735092431368,0.1340216109438545,-0.0018518982992822841,0.0018518982992822841,-0.013629575842988148,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_28d2126c44b22baa16,mean_mae,0.2650065120193881,0.26385873387912007,-0.0011477781402680076,0.0011477781402680076,-0.004331131833409571,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_28d2126c44b22baa16,median_pearson,0.08281006604279618,0.05947689163432,-0.02333317440847618,0.02333317440847618,-0.2817673686725188,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_28d2126c44b22baa16,mean_mse,1.760926678062568,1.6237074420724247,-0.1372192359901434,0.1372192359901434,-0.07792444608830432,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_28d2126c44b22baa16,mean_mae,1.1063688694309621,1.055352311815877,-0.05101655761508517,0.05101655761508517,-0.046111707428395446,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_28d2126c44b22baa16,median_pearson,0.38462856402154627,0.3807707413350534,-0.0038578226864928733,0.0038578226864928733,-0.010029995292488896,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_28d2126c44b22baa16,mean_mse,0.1358735092431368,0.13795590856754608,0.0020823993244092898,0.0020823993244092898,0.015326014143661896,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_28d2126c44b22baa16,mean_mae,0.2650065120193881,0.2672531551487079,0.0022466431293198252,0.0022466431293198252,0.008477690273344902,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_2d1a73022f2ce513c7,median_pearson,0.07718234800241033,0.07718234800241033,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_2d1a73022f2ce513c7,mean_mse,1.7661495299696404,1.7661495299696404,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_2d1a73022f2ce513c7,mean_mae,1.1082695269506815,1.1082695269506815,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_2d1a73022f2ce513c7,median_pearson,0.3413256798018214,0.34132567980182144,5.551115123125783e-17,5.551115123125783e-17,1.6263397252585392e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_2d1a73022f2ce513c7,mean_mse,0.14284905446259535,0.14284905446259533,-2.7755575615628914e-17,2.7755575615628914e-17,-1.9430003033654408e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_2d1a73022f2ce513c7,mean_mae,0.2718725406643378,0.27187254066433775,-5.551115123125783e-17,5.551115123125783e-17,-2.0418079404272607e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_2d1a73022f2ce513c7,median_pearson,0.07718234800241033,0.05355703717655054,-0.023625310825859794,0.023625310825859794,-0.3060973323216598,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_2d1a73022f2ce513c7,mean_mse,1.7661495299696404,1.8198396786865028,0.053690148716862396,0.053690148716862396,0.030399548739106656,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_2d1a73022f2ce513c7,mean_mae,1.1082695269506815,1.1358512836252952,0.02758175667461371,0.02758175667461371,0.024887228245373486,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_2d1a73022f2ce513c7,median_pearson,0.3413256798018214,0.3394147332966968,-0.0019109465051245778,0.0019109465051245778,-0.005598601623628497,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_2d1a73022f2ce513c7,mean_mse,0.14284905446259535,0.1437594429356092,0.0009103884730138345,0.0009103884730138345,0.006373080147003825,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_2d1a73022f2ce513c7,mean_mae,0.2718725406643378,0.2724546733639177,0.000582132699579907,0.000582132699579907,0.0021411971144913305,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_2d1a73022f2ce513c7,median_pearson,0.07718234800241033,0.08092484422689122,0.00374249622448089,0.00374249622448089,0.04848901751944649,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_2d1a73022f2ce513c7,mean_mse,1.7661495299696404,2.006032513798125,0.23988298382848483,0.23988298382848483,0.13582257886885057,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_2d1a73022f2ce513c7,mean_mae,1.1082695269506815,1.1751816458051958,0.06691211885451431,0.06691211885451431,0.06037531234718496,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_2d1a73022f2ce513c7,median_pearson,0.3413256798018214,0.3460624655800497,0.004736785778228336,0.004736785778228336,0.01387761325482039,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_2d1a73022f2ce513c7,mean_mse,0.14284905446259535,0.1406296651527428,-0.0022193893098525486,0.0022193893098525486,-0.015536604832296526,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_2d1a73022f2ce513c7,mean_mae,0.2718725406643378,0.2705052811847007,-0.0013672594796371174,0.0013672594796371174,-0.00502904587677789,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_2d1a73022f2ce513c7,median_pearson,0.07718234800241033,0.05515685397326256,-0.022025494029147774,0.022025494029147774,-0.2853695773606154,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_2d1a73022f2ce513c7,mean_mse,1.7661495299696404,1.6337900652478874,-0.13235946472175297,0.13235946472175297,-0.07494238878178576,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_2d1a73022f2ce513c7,mean_mae,1.1082695269506815,1.0593090613120026,-0.04896046563867884,0.04896046563867884,-0.044177399493595934,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_2d1a73022f2ce513c7,median_pearson,0.3413256798018214,0.3424245902155625,0.0010989104137411054,0.0010989104137411054,0.0032195362926667245,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_2d1a73022f2ce513c7,mean_mse,0.14284905446259535,0.14512299808483783,0.0022739436222424803,0.0022739436222424803,0.015918506641833644,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_2d1a73022f2ce513c7,mean_mae,0.2718725406643378,0.2742129201244499,0.0023403794601121186,0.0023403794601121186,0.00860837013695187,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_4512a584b3017af3d8,median_pearson,0.06308125426070496,0.06308125426070496,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_4512a584b3017af3d8,mean_mse,1.755270892149218,1.755270892149218,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_4512a584b3017af3d8,mean_mae,1.103620881895026,1.103620881895026,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_4512a584b3017af3d8,median_pearson,0.3825784617528333,0.38257846175283333,5.551115123125783e-17,5.551115123125783e-17,1.4509742910493766e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_4512a584b3017af3d8,mean_mse,0.13971202347708886,0.13971202347708886,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_4512a584b3017af3d8,mean_mae,1.103620881895026,1.053875136030087,-0.04974574586493885,0.04974574586493885,-0.04507503136359698,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_4512a584b3017af3d8,median_pearson,0.3825784617528333,0.3815896449124122,-0.0009888168404210695,0.0009888168404210695,-0.002584611888214187,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_4512a584b3017af3d8,mean_mse,0.13971202347708886,0.1419647648477917,0.002252741370702832,0.002252741370702832,0.01612417682199167,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_4512a584b3017af3d8,mean_mae,0.26908635827843197,0.271422445398883,0.0023360871204510247,0.0023360871204510247,0.008681551660206436,per-mask panel 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numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_6920117e90bafc5abf,median_pearson,0.07254370342447905,0.07298974623331977,0.0004460428088407242,0.0004460428088407242,0.0061486081876847235,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_6920117e90bafc5abf,mean_mse,1.7716183426195757,2.012708468814447,0.24109012619487147,0.24109012619487147,0.13608468618494168,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_6920117e90bafc5abf,mean_mae,1.1104924295051206,1.1778452896568792,0.06735286015175856,0.06735286015175856,0.06065134562130573,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_6920117e90bafc5abf,median_pearson,0.3846625429910646,0.3873015570806768,0.0026390140896122016,0.0026390140896122016,0.006860595443194748,per-mask panel 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export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_6920117e90bafc5abf,mean_mae,0.2685835270564974,0.270454739133662,0.001871212077164619,0.001871212077164619,0.006966965166002171,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_95cfb2628feb54798a,median_pearson,0.08118313133082534,0.08118313133082534,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_95cfb2628feb54798a,mean_mse,1.7589064436643762,1.7589064436643762,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_95cfb2628feb54798a,mean_mae,1.1058843302275303,1.1058843302275303,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_95cfb2628feb54798a,mean_mae,0.2648787864556235,0.2655137800157815,0.0006349935601580037,0.0006349935601580037,0.0023972986612289067,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_95cfb2628feb54798a,median_pearson,0.08118313133082534,0.08786524127220169,0.0066821099413763435,0.0066821099413763435,0.08230909342664315,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_95cfb2628feb54798a,mean_mse,1.7589064436643762,1.9970866199238435,0.2381801762594673,0.2381801762594673,0.13541378344334237,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_95cfb2628feb54798a,mean_mae,1.1058843302275303,1.1722170595386248,0.06633272931109446,0.06633272931109446,0.05998161606779149,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_95cfb2628feb54798a,mean_mse,0.13651408911420648,0.1386186359825351,0.002104546868328616,0.002104546868328616,0.015416334548208946,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_95cfb2628feb54798a,mean_mae,0.2648787864556235,0.26707658524729505,0.0021977987916715347,0.0021977987916715347,0.008297375645217035,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_9b351661716a0844b1,median_pearson,0.06997666942152939,0.06997666942152939,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_9b351661716a0844b1,mean_mse,1.7758527289110255,1.7758527289110255,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_9b351661716a0844b1,mean_mae,1.111694303500749,1.111694303500749,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_9b351661716a0844b1,median_pearson,0.38479220394146924,0.3847922039414694,1.6653345369377348e-16,1.6653345369377348e-16,4.327880138629443e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_9b351661716a0844b1,mean_mse,0.14147654817581506,0.14147654817581506,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_9b351661716a0844b1,mean_mae,0.2701854454779731,0.2701854454779731,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_9b351661716a0844b1,mean_mse,0.14147654817581506,0.14230731269721664,0.0008307645214015724,0.0008307645214015724,0.005872100585668578,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_9b351661716a0844b1,mean_mae,0.2701854454779731,0.2707215874572552,0.0005361419792821454,0.0005361419792821454,0.0019843481144355512,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_9b351661716a0844b1,median_pearson,0.06997666942152939,0.07963837682702775,0.009661707405498363,0.009661707405498363,0.13807040954318114,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_9b351661716a0844b1,mean_mse,1.7758527289110255,2.0143852889924667,0.2385325600814412,0.2385325600814412,0.13432001212606873,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_9b351661716a0844b1,mean_mae,1.111694303500749,1.1782988918644817,0.06660458836373273,0.06660458836373273,0.05991268296868435,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_9b351661716a0844b1,median_pearson,0.38479220394146924,0.38606365457951164,0.001271450638042404,0.001271450638042404,0.0033042525940463296,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_9b351661716a0844b1,mean_mse,0.14147654817581506,0.13964644387265282,-0.0018301043031622444,0.0018301043031622444,-0.012935743250449862,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_9b351661716a0844b1,mean_mae,0.2701854454779731,0.26916278528869814,-0.0010226601892749376,0.0010226601892749376,-0.003785030638737016,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_9b351661716a0844b1,median_pearson,0.06997666942152939,0.054971884691782553,-0.015004784729746833,0.015004784729746833,-0.2144255343071584,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_9b351661716a0844b1,mean_mse,1.7758527289110255,1.6417365109407747,-0.13411621797025086,0.13411621797025086,-0.07552215101332899,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_9b351661716a0844b1,mean_mae,1.111694303500749,1.0620877381450489,-0.04960656535570007,0.04960656535570007,-0.04462248767443347,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_9b351661716a0844b1,median_pearson,0.38479220394146924,0.37952032618945725,-0.005271877752011989,0.005271877752011989,-0.013700583582545488,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_9b351661716a0844b1,mean_mse,0.14147654817581506,0.14343382963167017,0.001957281455855109,0.001957281455855109,0.013834670700494935,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_9b351661716a0844b1,mean_mae,0.2701854454779731,0.27231561653199654,0.0021301710540234664,0.0021301710540234664,0.00788410734062701,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_9e6f48e7646b32767c,median_pearson,0.07841168282080267,0.07841168282080267,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_9e6f48e7646b32767c,mean_mse,1.7492873082543363,1.7492873082543363,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_9e6f48e7646b32767c,mean_mae,1.1028004769876456,1.1028004769876456,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_9e6f48e7646b32767c,median_pearson,0.41458689855991954,0.4145868985599197,1.6653345369377348e-16,1.6653345369377348e-16,4.0168527821846906e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_9e6f48e7646b32767c,mean_mse,0.13511677133466438,0.13511677133466438,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_9e6f48e7646b32767c,mean_mae,0.2646018840633786,0.26460188406337865,5.551115123125783e-17,5.551115123125783e-17,2.0979121682278557e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_9e6f48e7646b32767c,median_pearson,0.07841168282080267,0.06279322114762978,-0.015618461673172893,0.015618461673172893,-0.19918539063708635,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_9e6f48e7646b32767c,mean_mse,1.7492873082543363,1.8041653689650232,0.054878060710686904,0.054878060710686904,0.03137166802259103,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_9e6f48e7646b32767c,mean_mae,1.1028004769876456,1.130864093214363,0.02806361622671738,0.02806361622671738,0.025447591665334193,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_9e6f48e7646b32767c,median_pearson,0.41458689855991954,0.4140866261590184,-0.0005002724009011139,0.0005002724009011139,-0.0012066768212860215,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_9e6f48e7646b32767c,mean_mse,0.13511677133466438,0.1361312626398734,0.001014491305209031,0.001014491305209031,0.007508255971394441,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_9e6f48e7646b32767c,mean_mae,0.2646018840633786,0.26528908994799405,0.0006872058846154605,0.0006872058846154605,0.0025971314869808635,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_9e6f48e7646b32767c,median_pearson,0.07841168282080267,0.08230914879008241,0.0038974659692797425,0.0038974659692797425,0.04970516929456515,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_9e6f48e7646b32767c,mean_mse,1.7492873082543363,1.9858134892968993,0.23652618104256296,0.23652618104256296,0.13521288351345737,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_9e6f48e7646b32767c,mean_mae,1.1028004769876456,1.169199452846121,0.06639897585847532,0.06639897585847532,0.060209418878605696,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_9e6f48e7646b32767c,median_pearson,0.41458689855991954,0.41517945881609813,0.0005925602561785981,0.0005925602561785981,0.001429278779037337,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_9e6f48e7646b32767c,mean_mse,0.13511677133466438,0.13295571971317402,-0.0021610516214903563,0.0021610516214903563,-0.015993955451597857,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_9e6f48e7646b32767c,mean_mae,0.2646018840633786,0.26338551864780213,-0.0012163654155764592,0.0012163654155764592,-0.004596964303115506,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_9e6f48e7646b32767c,median_pearson,0.07841168282080267,0.07045724969106698,-0.007954433129735691,0.007954433129735691,-0.10144448943806336,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_9e6f48e7646b32767c,mean_mse,1.7492873082543363,1.616988355864705,-0.1322989523896314,0.1322989523896314,-0.07563020194873322,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_9e6f48e7646b32767c,mean_mae,1.1028004769876456,1.0533126075386614,-0.0494878694489842,0.0494878694489842,-0.0448747261917793,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_9e6f48e7646b32767c,median_pearson,0.41458689855991954,0.4058073270750278,-0.008779571484891724,0.008779571484891724,-0.021176673733270004,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_9e6f48e7646b32767c,mean_mse,0.13511677133466438,0.13721393207870314,0.002097160744038762,0.002097160744038762,0.015521098700948109,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_9e6f48e7646b32767c,mean_mae,0.2646018840633786,0.2666780110064615,0.002076126943082901,0.002076126943082901,0.007846228874869304,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P09,M0,C10mask_a8da5e0fe50b45d0f0,median_pearson,0.07872988179255275,0.07872988179255275,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_a8da5e0fe50b45d0f0,mean_mse,1.7643603081479282,1.7643603081479282,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M0,C10mask_a8da5e0fe50b45d0f0,mean_mae,1.1082880065589507,1.1082880065589507,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P09,M3,C10mask_a8da5e0fe50b45d0f0,median_pearson,0.35545850973096976,0.35545850973096976,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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+tier_b_primary_mask,BASS_P09,M0,C10mask_a8da5e0fe50b45d0f0,mean_mae,1.1082880065589507,1.13722570664075,0.02893770008179941,0.02893770008179941,0.02611027089578109,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_a8da5e0fe50b45d0f0,median_pearson,0.35545850973096976,0.3544402580630028,-0.001018251667966985,0.001018251667966985,-0.0028646146880479894,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_a8da5e0fe50b45d0f0,mean_mse,0.13664341907517927,0.13745247414600706,0.000809055070827791,0.000809055070827791,0.005920922326911773,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M3,C10mask_a8da5e0fe50b45d0f0,mean_mae,0.26430332025855485,0.26482341555018574,0.0005200952916308843,0.0005200952916308843,0.0019677970413769334,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P09,M0,C10mask_a8da5e0fe50b45d0f0,median_pearson,0.07872988179255275,0.09340447301677475,0.014674591224222003,0.014674591224222003,0.18639163288582644,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_a8da5e0fe50b45d0f0,mean_mse,1.7643603081479282,2.004410554657744,0.240050246509816,0.240050246509816,0.1360551160674204,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_a8da5e0fe50b45d0f0,mean_mae,1.1082880065589507,1.1754484145871846,0.06716040802823398,0.06716040802823398,0.060598335117561936,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_a8da5e0fe50b45d0f0,median_pearson,0.35545850973096976,0.35665269217813383,0.0011941824471640716,0.0011941824471640716,0.0033595550942580993,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_a8da5e0fe50b45d0f0,mean_mse,0.13664341907517927,0.13502210468164405,-0.001621314393535217,0.001621314393535217,-0.011865294388185595,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M3,C10mask_a8da5e0fe50b45d0f0,mean_mae,0.26430332025855485,0.2634035167012691,-0.0008998035572857499,0.0008998035572857499,-0.0034044353147191517,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P09,M0,C10mask_a8da5e0fe50b45d0f0,median_pearson,0.07872988179255275,0.06769867245953123,-0.011031209333021513,0.011031209333021513,-0.14011464366335405,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed2, +tier_b_primary_mask,BASS_P09,M3,C10mask_a8da5e0fe50b45d0f0,mean_mae,0.26430332025855485,0.26623696190345053,0.0019336416448956784,0.0019336416448956784,0.007315994528574565,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_3450788eeb00d84312,median_pearson,-0.07769102343301573,-0.07769102343301573,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_3450788eeb00d84312,mean_mse,2.049456736110185,2.049456736110185,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_3450788eeb00d84312,mean_mae,1.2455440891508536,1.2455440891508536,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_3450788eeb00d84312,median_pearson,0.47280582994643794,0.4728058299464379,-5.551115123125783e-17,5.551115123125783e-17,-1.1740792459675558e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_3450788eeb00d84312,mean_mse,0.10630392700408224,0.10630392700408224,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_3450788eeb00d84312,mean_mae,0.2310170651904944,0.2310170651904944,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_3450788eeb00d84312,median_pearson,-0.07769102343301573,-0.07686894901592053,0.0008220744170951977,0.0008220744170951977,0.010581330773740938,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_3450788eeb00d84312,mean_mse,2.049456736110185,2.0367530931839712,-0.012703642926213732,0.012703642926213732,-0.006198541643930924,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_3450788eeb00d84312,mean_mae,1.2455440891508536,1.2458663119989979,0.0003222228481443157,0.0003222228481443157,0.00025870047551989126,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_3450788eeb00d84312,median_pearson,0.47280582994643794,0.4722220089411667,-0.0005838210052712123,0.0005838210052712123,-0.0012348007750609816,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_3450788eeb00d84312,mean_mse,0.10630392700408224,0.10645795280617264,0.00015402580209039618,0.00015402580209039618,0.0014489192114650793,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_3450788eeb00d84312,mean_mae,0.2310170651904944,0.23050969118685669,-0.0005073740036377061,0.0005073740036377061,-0.0021962620086932996,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_3450788eeb00d84312,median_pearson,-0.07769102343301573,-0.06537462505589632,0.012316398377119411,0.012316398377119411,0.1585305204241319,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_3450788eeb00d84312,mean_mse,2.049456736110185,2.3810326194395155,0.3315758833293305,0.3315758833293305,0.16178720803770313,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_3450788eeb00d84312,mean_mae,1.2455440891508536,1.3470550640456245,0.1015109748947709,0.1015109748947709,0.08149930281791609,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_3450788eeb00d84312,median_pearson,0.47280582994643794,0.4757868848637343,0.0029810549172963885,0.0029810549172963885,0.006305029947778137,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_3450788eeb00d84312,mean_mse,0.10630392700408224,0.10593160120942756,-0.0003723257946546821,0.0003723257946546821,-0.003502465103103709,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_3450788eeb00d84312,mean_mae,0.2310170651904944,0.23212338331859747,0.0011063181281030787,0.0011063181281030787,0.004788902184307552,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_3450788eeb00d84312,median_pearson,-0.07769102343301573,-0.08267230125708214,-0.004981277824066405,0.004981277824066405,-0.06411651699196887,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_3450788eeb00d84312,mean_mse,2.049456736110185,1.8698296530924106,-0.1796270830177744,0.1796270830177744,-0.0876461941610448,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_3450788eeb00d84312,mean_mae,1.2455440891508536,1.1693179689648396,-0.07622612018601393,0.07622612018601393,-0.061199054172366464,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_3450788eeb00d84312,median_pearson,0.47280582994643794,0.4711645815910848,-0.0016412483553531199,0.0016412483553531199,-0.003471294665590417,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_3450788eeb00d84312,mean_mse,0.10630392700408224,0.10732745614252664,0.001023529138444404,0.001023529138444404,0.009628328579104126,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_3450788eeb00d84312,mean_mae,0.2310170651904944,0.2321225966864587,0.001105531495964318,0.001105531495964318,0.00478549710192495,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_4e13f46bfb7af8b462,median_pearson,-0.07843513157788926,-0.07843513157788926,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_4e13f46bfb7af8b462,mean_mse,2.0521862914336904,2.0521862914336904,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_4e13f46bfb7af8b462,mean_mae,1.2479006932935766,1.2479006932935766,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_4e13f46bfb7af8b462,median_pearson,0.46687760541366774,0.46687760541366763,-1.1102230246251565e-16,1.1102230246251565e-16,-2.3779744664374405e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_4e13f46bfb7af8b462,mean_mse,0.10775148356047325,0.10775148356047325,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_4e13f46bfb7af8b462,mean_mae,0.23244027267749204,0.23244027267749204,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_4e13f46bfb7af8b462,median_pearson,-0.07843513157788926,-0.07238614772297823,0.006048983854911025,0.006048983854911025,0.07712084793156927,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_4e13f46bfb7af8b462,mean_mse,2.0521862914336904,2.039867332987802,-0.012318958445888484,0.012318958445888484,-0.006002846085324087,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_4e13f46bfb7af8b462,mean_mae,1.2479006932935766,1.2484676256156488,0.0005669323220722777,0.0005669323220722777,0.00045430884454112833,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_4e13f46bfb7af8b462,median_pearson,0.46687760541366774,0.4690690072619217,0.002191401848253949,0.002191401848253949,0.004693739478706202,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_4e13f46bfb7af8b462,mean_mse,0.10775148356047325,0.10801815412686513,0.00026667056639188835,0.00026667056639188835,0.002474866772875801,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_4e13f46bfb7af8b462,mean_mae,0.23244027267749204,0.23205022462050226,-0.00039004805698977796,0.00039004805698977796,-0.0016780571305341943,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_4e13f46bfb7af8b462,median_pearson,-0.07843513157788926,-0.05826112570658695,0.020174005871302303,0.020174005871302303,0.2572062475763007,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_4e13f46bfb7af8b462,mean_mse,2.0521862914336904,2.383962319856009,0.3317760284223188,0.3317760284223188,0.16166954715915907,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_4e13f46bfb7af8b462,mean_mae,1.2479006932935766,1.3495584215848293,0.10165772829125275,0.10165772829125275,0.08146299528286031,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_4e13f46bfb7af8b462,median_pearson,0.46687760541366774,0.46713044954434485,0.0002528441306771101,0.0002528441306771101,0.0005415640582141063,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_4e13f46bfb7af8b462,mean_mse,0.10775148356047325,0.1073477662712309,-0.0004037172892423502,0.0004037172892423502,-0.003746744600651112,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_4e13f46bfb7af8b462,mean_mae,0.23244027267749204,0.23354589915500998,0.0011056264775179403,0.0011056264775179403,0.0047566046312980505,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_4e13f46bfb7af8b462,median_pearson,-0.07843513157788926,-0.09168154296337645,-0.013246411385487197,0.013246411385487197,-0.1688836509738366,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_4e13f46bfb7af8b462,mean_mse,2.0521862914336904,1.873395421171659,-0.17879087026203133,0.17879087026203133,-0.08712214432400538,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_4e13f46bfb7af8b462,mean_mae,1.2479006932935766,1.1717494165063116,-0.07615127678726497,0.07615127678726497,-0.061023507075935166,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_4e13f46bfb7af8b462,median_pearson,0.46687760541366774,0.46273170448418594,-0.004145900929481805,0.004145900929481805,-0.00888005953039536,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_4e13f46bfb7af8b462,mean_mse,0.10775148356047325,0.1087015102377003,0.0009500266772270588,0.0009500266772270588,0.008816831525979653,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_4e13f46bfb7af8b462,mean_mae,0.23244027267749204,0.23345200801853644,0.0010117353410444008,0.0010117353410444008,0.004352668018283436,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_55558e10bc2a5375b5,median_pearson,-0.07312321830910239,-0.07312321830910239,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_55558e10bc2a5375b5,mean_mse,2.0573736720665448,2.0573736720665448,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_55558e10bc2a5375b5,mean_mae,1.2496856298291639,1.2496856298291639,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_55558e10bc2a5375b5,median_pearson,0.4682074704520441,0.4682074704520439,-1.6653345369377348e-16,1.6653345369377348e-16,-3.5568303413225995e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_55558e10bc2a5375b5,mean_mse,0.1079911468282079,0.1079911468282079,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_55558e10bc2a5375b5,mean_mae,0.2329279080496504,0.23292790804965036,-5.551115123125783e-17,5.551115123125783e-17,-2.383190219500241e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_55558e10bc2a5375b5,median_pearson,-0.07312321830910239,-0.0617485924164734,0.011374625892628984,0.011374625892628984,0.15555422963670446,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_55558e10bc2a5375b5,mean_mse,2.0573736720665448,2.0460191374795245,-0.011354534587020293,0.011354534587020293,-0.005518946189106787,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_55558e10bc2a5375b5,mean_mae,1.2496856298291639,1.250307287554465,0.0006216577253010946,0.0006216577253010946,0.0004974512873178171,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_55558e10bc2a5375b5,median_pearson,0.4682074704520441,0.46913002836818285,0.0009225579161387665,0.0009225579161387665,0.0019704040929719832,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_55558e10bc2a5375b5,mean_mse,0.1079911468282079,0.1083090948296074,0.00031794800139950397,0.00031794800139950397,0.002944204323575663,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_55558e10bc2a5375b5,mean_mae,0.2329279080496504,0.23262898445739555,-0.00029892359225486276,0.00029892359225486276,-0.001283330944573395,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_55558e10bc2a5375b5,median_pearson,-0.07312321830910239,-0.05487074600658019,0.018252472302522194,0.018252472302522194,0.2496125406483938,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_55558e10bc2a5375b5,mean_mse,2.0573736720665448,2.3895903239504874,0.33221665188394267,0.33221665188394267,0.16147608788550555,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_55558e10bc2a5375b5,mean_mae,1.2496856298291639,1.3515750734948366,0.10188944366567276,0.10188944366567276,0.08153205993062541,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_55558e10bc2a5375b5,median_pearson,0.4682074704520441,0.46713726062393995,-0.0010702098281041295,0.0010702098281041295,-0.002285759830083158,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_55558e10bc2a5375b5,mean_mse,0.1079911468282079,0.10756299074804326,-0.0004281560801646378,0.0004281560801646378,-0.0039647331539662935,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_55558e10bc2a5375b5,mean_mae,0.2329279080496504,0.2338251022950006,0.0008971942453501747,0.0008971942453501747,0.00385181085797126,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_55558e10bc2a5375b5,median_pearson,-0.07312321830910239,-0.08042787163910256,-0.007304653330000174,0.007304653330000174,-0.09989512905630536,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_55558e10bc2a5375b5,mean_mse,2.0573736720665448,1.8762104401089414,-0.1811632319576033,0.1811632319576033,-0.08805557999370747,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_55558e10bc2a5375b5,mean_mae,1.2496856298291639,1.172645824237994,-0.07703980559116985,0.07703980559116985,-0.06164734854293031,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_55558e10bc2a5375b5,median_pearson,0.4682074704520441,0.46526367393113266,-0.0029437965209114236,0.0029437965209114236,-0.0062873762310311975,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_55558e10bc2a5375b5,mean_mse,0.1079911468282079,0.1089071626534059,0.0009160158251979994,0.0009160158251979994,0.008482323339478888,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_55558e10bc2a5375b5,mean_mae,0.2329279080496504,0.2339803896420182,0.0010524815923677877,0.0010524815923677877,0.004518486432907142,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_67c481992bbfb40f4b,median_pearson,-0.07909268714737075,-0.07909268714737075,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_67c481992bbfb40f4b,mean_mse,2.051108337144037,2.051108337144037,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_67c481992bbfb40f4b,mean_mae,1.247424044367976,1.247424044367976,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_67c481992bbfb40f4b,median_pearson,0.4538298591060824,0.4538298591060824,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_67c481992bbfb40f4b,mean_mse,0.10752800434185525,0.10752800434185525,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_67c481992bbfb40f4b,mean_mae,0.23257827549751933,0.2325782754975193,-2.7755575615628914e-17,2.7755575615628914e-17,-1.1933864225390627e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_67c481992bbfb40f4b,median_pearson,-0.07909268714737075,-0.07194170304777726,0.007150984099593485,0.007150984099593485,0.09041270890530369,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_67c481992bbfb40f4b,mean_mse,2.051108337144037,2.0395599191112432,-0.011548418032793606,0.011548418032793606,-0.005630330599149932,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_67c481992bbfb40f4b,mean_mae,1.247424044367976,1.2480425546512894,0.0006185102833133893,0.0006185102833133893,0.0004958300155475725,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_67c481992bbfb40f4b,median_pearson,0.4538298591060824,0.4544094488031957,0.000579589697113303,0.000579589697113303,0.0012771078973404972,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_67c481992bbfb40f4b,mean_mse,0.10752800434185525,0.10774943680413683,0.00022143246228158164,0.00022143246228158164,0.0020593003993415425,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_67c481992bbfb40f4b,mean_mae,0.23257827549751933,0.23214276615050702,-0.00043550934701230837,0.00043550934701230837,-0.001872528059986211,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_67c481992bbfb40f4b,median_pearson,-0.07909268714737075,-0.060561301350920214,0.018531385796450535,0.018531385796450535,0.2342996105559244,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_67c481992bbfb40f4b,mean_mse,2.051108337144037,2.382308584350109,0.331200247206072,0.331200247206072,0.1614737950250035,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_67c481992bbfb40f4b,mean_mae,1.247424044367976,1.3489109805391382,0.10148693617116211,0.10148693617116211,0.08135720698135318,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_67c481992bbfb40f4b,median_pearson,0.4538298591060824,0.45469327240691576,0.0008634133008333378,0.0008634133008333378,0.0019025043934615053,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_67c481992bbfb40f4b,mean_mse,0.10752800434185525,0.10724106942418775,-0.0002869349176675001,0.0002869349176675001,-0.002668466874501555,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_67c481992bbfb40f4b,mean_mae,0.23257827549751933,0.2336618718220879,0.0010835963245685587,0.0010835963245685587,0.004659060792546449,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_67c481992bbfb40f4b,median_pearson,-0.07909268714737075,-0.08603252988862906,-0.006939842741258306,0.006939842741258306,-0.0877431655385223,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_67c481992bbfb40f4b,mean_mse,2.051108337144037,1.8720439200276078,-0.17906441711642906,0.17906441711642906,-0.08730129651062622,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_67c481992bbfb40f4b,mean_mae,1.247424044367976,1.1710792819182376,-0.07634476244973842,0.07634476244973842,-0.06120193273043691,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_67c481992bbfb40f4b,median_pearson,0.4538298591060824,0.45162138371511856,-0.00220847539096386,0.00220847539096386,-0.00486630693562988,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_67c481992bbfb40f4b,mean_mse,0.10752800434185525,0.10840599446770785,0.0008779901258526013,0.0008779901258526013,0.00816522292240519,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_67c481992bbfb40f4b,mean_mae,0.23257827549751933,0.23364546686712082,0.0010671913696014834,0.0010671913696014834,0.004588525593452799,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_82c10a607a03b224b5,median_pearson,-0.07285157969685731,-0.07285157969685731,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_82c10a607a03b224b5,mean_mse,2.043824457079039,2.043824457079039,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_82c10a607a03b224b5,mean_mae,1.245349199478793,1.245349199478793,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_82c10a607a03b224b5,median_pearson,0.4794759707637401,0.4794759707637401,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_82c10a607a03b224b5,mean_mse,0.10917703654040224,0.10917703654040224,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_82c10a607a03b224b5,mean_mae,0.23422199208032654,0.23422199208032649,-5.551115123125783e-17,5.551115123125783e-17,-2.370023016976999e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_82c10a607a03b224b5,median_pearson,-0.07285157969685731,-0.06454639088755505,0.008305188809302255,0.008305188809302255,0.11400149240223718,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_82c10a607a03b224b5,mean_mae,0.23422199208032654,0.23377572388138365,-0.0004462681989428896,0.0004462681989428896,-0.0019053215070847904,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_82c10a607a03b224b5,median_pearson,-0.07285157969685731,-0.05952425839589776,0.013327321300959545,0.013327321300959545,0.1829379864707925,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_82c10a607a03b224b5,mean_mse,2.043824457079039,2.3743739440785396,0.3305494869995007,0.3305494869995007,0.16173085993496245,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_82c10a607a03b224b5,mean_mae,1.245349199478793,1.3470201107785567,0.10167091129976358,0.10167091129976358,0.08164048392395896,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_82c10a607a03b224b5,median_pearson,0.4794759707637401,0.4794533387327637,-2.2632030976410533e-05,2.2632030976410533e-05,-4.720159581795263e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_82c10a607a03b224b5,mean_mse,0.10917703654040224,0.1087668565039642,-0.00041018003643804313,0.00041018003643804313,-0.00375701749594798,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_82c10a607a03b224b5,mean_mae,0.23422199208032654,0.23531814880154617,0.0010961567212196266,0.0010961567212196266,0.004679990599873726,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_82c10a607a03b224b5,mean_mse,0.10917703654040224,0.11012311333905801,0.0009460767986557705,0.0009460767986557705,0.008665529204995996,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_82c10a607a03b224b5,mean_mae,0.23422199208032654,0.23521871418510445,0.000996722104777914,0.000996722104777914,0.004255459087872874,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_89b05d6011f5804ae9,median_pearson,-0.0908247014531871,-0.0908247014531871,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_89b05d6011f5804ae9,mean_mse,2.0542330959208086,2.0542330959208086,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_89b05d6011f5804ae9,mean_mse,0.10832335828440559,0.10849326027836961,0.00016990199396402228,0.00016990199396402228,0.0015684705187771274,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_89b05d6011f5804ae9,mean_mae,0.23468220477267698,0.23419367227316396,-0.000488532499513028,0.000488532499513028,-0.0020816767934588015,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_89b05d6011f5804ae9,median_pearson,-0.0908247014531871,-0.06638446912092621,0.02444023233226089,0.02444023233226089,0.2690923497817153,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_89b05d6011f5804ae9,mean_mse,2.0542330959208086,2.389191475973777,0.3349583800529685,0.3349583800529685,0.16305762998274723,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_89b05d6011f5804ae9,mean_mae,1.2493324610583114,1.3516757016529168,0.10234324059460542,0.10234324059460542,0.08191833942096591,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_89b05d6011f5804ae9,median_pearson,0.4660865864251379,0.46913902247410527,0.0030524360489673774,0.0030524360489673774,0.006549075081476637,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_89b05d6011f5804ae9,mean_mse,0.10832335828440559,0.10799413320505699,-0.00032922507934859957,0.00032922507934859957,-0.0030392805814255792,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_89b05d6011f5804ae9,median_pearson,0.4660865864251379,0.45925346593353644,-0.006833120491601452,0.006833120491601452,-0.014660624636317392,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_89b05d6011f5804ae9,mean_mse,0.10832335828440559,0.10930174951671251,0.0009783912323069188,0.0009783912323069188,0.009032135338143127,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_89b05d6011f5804ae9,mean_mae,0.23468220477267698,0.2358338729192445,0.0011516681465675305,0.0011516681465675305,0.004907351827903119,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_ae389a0c51f45bd809,median_pearson,-0.07623878757539142,-0.07623878757539142,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_ae389a0c51f45bd809,mean_mae,1.2487978471380243,1.1722475537628387,-0.0765502933751856,0.0765502933751856,-0.061299187495095685,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_ae389a0c51f45bd809,median_pearson,0.4553053543157906,0.45252925721652465,-0.0027760970992659617,0.0027760970992659617,-0.006097220410328223,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_ae389a0c51f45bd809,mean_mse,0.10796847337703991,0.10882008974287309,0.0008516163658331827,0.0008516163658331827,0.007887639226491865,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_ae389a0c51f45bd809,mean_mae,0.23258206356009625,0.2336278002132574,0.0010457366531611556,0.0010457366531611556,0.004496205069102204,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_cfc73c1315c09eedad,median_pearson,-0.07860300075073122,-0.07860300075073122,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_cfc73c1315c09eedad,mean_mse,2.045931379597494,2.045931379597494,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_cfc73c1315c09eedad,mean_mae,1.246204857734526,1.246204857734526,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_cfc73c1315c09eedad,median_pearson,0.4599766654500364,0.45997666545003635,-5.551115123125783e-17,5.551115123125783e-17,-1.2068253761730781e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_cfc73c1315c09eedad,mean_mse,0.10749603532788632,0.10749603532788632,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_cfc73c1315c09eedad,mean_mae,0.23137084798074808,0.23137084798074814,5.551115123125783e-17,5.551115123125783e-17,2.399228412555967e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_cfc73c1315c09eedad,median_pearson,-0.07860300075073122,-0.06972046978879227,0.008882530961938945,0.008882530961938945,0.11300498552348605,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_cfc73c1315c09eedad,mean_mse,2.045931379597494,2.0336102727232563,-0.012321106874237486,0.012321106874237486,-0.006022248349630123,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_cfc73c1315c09eedad,mean_mae,1.246204857734526,1.24640441340547,0.00019955567094398496,0.00019955567094398496,0.00016013071182113424,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_cfc73c1315c09eedad,median_pearson,0.4599766654500364,0.46203444468014415,0.002057779230107748,0.002057779230107748,0.0044736600455469585,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_cfc73c1315c09eedad,mean_mse,0.10749603532788632,0.10768967182979308,0.00019363650190676318,0.00019363650190676318,0.001801336219667355,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_cfc73c1315c09eedad,mean_mae,0.23137084798074808,0.23083855414117577,-0.0005322938395723176,0.0005322938395723176,-0.002300608932446877,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_cfc73c1315c09eedad,median_pearson,-0.07860300075073122,-0.05793290631871322,0.020670094432017998,0.020670094432017998,0.26296826119358696,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_cfc73c1315c09eedad,mean_mse,2.045931379597494,2.3766964505961536,0.3307650709986598,0.3307650709986598,0.16166967978355798,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_cfc73c1315c09eedad,mean_mae,1.246204857734526,1.3479174583225015,0.1017126005879756,0.1017126005879756,0.08161788164818969,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_cfc73c1315c09eedad,median_pearson,0.4599766654500364,0.46790467453522316,0.00792800908518676,0.00792800908518676,0.017235676678142093,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_cfc73c1315c09eedad,mean_mse,0.10749603532788632,0.10709317121191737,-0.00040286411596894556,0.00040286411596894556,-0.003747711389914263,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_cfc73c1315c09eedad,mean_mae,0.23137084798074808,0.2325003231645684,0.001129475183820311,0.001129475183820311,0.004881665921517876,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_cfc73c1315c09eedad,median_pearson,-0.07860300075073122,-0.08852556771064064,-0.009922566959909424,0.009922566959909424,-0.12623649053012925,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_cfc73c1315c09eedad,mean_mae,0.23137084798074808,0.23243316006322393,0.0010623120824758414,0.0010623120824758414,0.004591382586643908,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_f400149ea6ba1b38e9,median_pearson,-0.094164009718864,-0.094164009718864,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_f400149ea6ba1b38e9,mean_mse,2.070865960332302,2.070865960332302,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_f400149ea6ba1b38e9,mean_mae,1.2542805687483014,1.2542805687483014,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_f400149ea6ba1b38e9,median_pearson,0.4649693325757722,0.46496933257577217,-5.551115123125783e-17,5.551115123125783e-17,-1.1938669357771382e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_f400149ea6ba1b38e9,mean_mse,0.11057557776112845,0.11057557776112845,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_f400149ea6ba1b38e9,mean_mae,0.23500918872517304,0.23500918872517307,2.7755575615628914e-17,2.7755575615628914e-17,1.181042144189823e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_f400149ea6ba1b38e9,median_pearson,-0.094164009718864,-0.0768960713544645,0.017267938364399507,0.017267938364399507,0.183381510791168,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_f400149ea6ba1b38e9,mean_mse,2.070865960332302,2.057944737900328,-0.012921222431974133,0.012921222431974133,-0.006239526207626072,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_f400149ea6ba1b38e9,mean_mae,1.2542805687483014,1.2544671000567047,0.00018653130840329268,0.00018653130840329268,0.00014871577623931464,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_f400149ea6ba1b38e9,median_pearson,0.4649693325757722,0.46691160392173015,0.0019422713459579244,0.0019422713459579244,0.004177203118318365,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_f400149ea6ba1b38e9,mean_mse,0.11057557776112845,0.11089964533097602,0.00032406756984756924,0.00032406756984756924,0.002930733679254547,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_f400149ea6ba1b38e9,mean_mae,0.23500918872517304,0.23463796349338575,-0.0003712252317872866,0.0003712252317872866,-0.0015796200727342998,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_f400149ea6ba1b38e9,median_pearson,-0.094164009718864,-0.07369560092007572,0.02046840879878828,0.02046840879878828,0.21736976643091926,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_f400149ea6ba1b38e9,mean_mse,2.070865960332302,2.4032646190409297,0.3323986587086276,0.3323986587086276,0.1605119138929152,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_f400149ea6ba1b38e9,mean_mae,1.2542805687483014,1.355877366910556,0.10159679816225453,0.10159679816225453,0.08100005747808259,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_f400149ea6ba1b38e9,median_pearson,0.4649693325757722,0.46469332576785316,-0.0002760068079190603,0.0002760068079190603,-0.000593602176707174,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_f400149ea6ba1b38e9,mean_mse,0.11057557776112845,0.11002293293391803,-0.0005526448272104162,0.0005526448272104162,-0.0049978922868869876,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_f400149ea6ba1b38e9,mean_mae,0.23500918872517304,0.23585072745796395,0.0008415387327909141,0.0008415387327909141,0.003580875868539061,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_f400149ea6ba1b38e9,median_pearson,-0.094164009718864,-0.10346060540593575,-0.009296595687071751,0.009296595687071751,-0.09872769559014809,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_f400149ea6ba1b38e9,mean_mse,2.070865960332302,1.892307959820981,-0.17855800051132098,0.17855800051132098,-0.08622383289484782,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_f400149ea6ba1b38e9,mean_mae,1.2542805687483014,1.1785986374031427,-0.07568193134515866,0.07568193134515866,-0.06033891716961286,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_f400149ea6ba1b38e9,median_pearson,0.4649693325757722,0.4591896414751282,-0.005779691100644024,0.005779691100644024,-0.012430263021060976,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_f400149ea6ba1b38e9,mean_mse,0.11057557776112845,0.11161925484964833,0.0010436770885198787,0.0010436770885198787,0.009438585894386991,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_f400149ea6ba1b38e9,mean_mae,0.23500918872517304,0.2362441876011026,0.001234998875929566,0.001234998875929566,0.005255108885864934,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_f6d5522b588597959f,median_pearson,-0.08736334744350781,-0.08736334744350781,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_f6d5522b588597959f,mean_mse,2.042194147169213,2.042194147169213,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_f6d5522b588597959f,mean_mae,1.2448238208099593,1.2448238208099593,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_f6d5522b588597959f,median_pearson,0.4563520804950093,0.45635208049500925,-5.551115123125783e-17,5.551115123125783e-17,-1.2164106093489126e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_f6d5522b588597959f,mean_mse,0.1122039223164387,0.1122039223164387,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M3,C10mask_f6d5522b588597959f,mean_mae,0.23622196880577526,0.23622196880577526,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P11,M0,C10mask_f6d5522b588597959f,median_pearson,-0.08736334744350781,-0.0834510024207064,0.003912345022801411,0.003912345022801411,0.0447824532517057,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_f6d5522b588597959f,mean_mse,2.042194147169213,2.0326546556577547,-0.009539491511458387,0.009539491511458387,-0.004671197165402491,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_f6d5522b588597959f,mean_mae,1.2448238208099593,1.2460345709548037,0.001210750144844397,0.001210750144844397,0.0009726277121340817,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_f6d5522b588597959f,median_pearson,0.4563520804950093,0.45831101977082145,0.0019589392758121438,0.0019589392758121438,0.004292605116837124,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_f6d5522b588597959f,mean_mse,0.1122039223164387,0.11248790931245971,0.00028398699602100175,0.00028398699602100175,0.002530989916913052,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M3,C10mask_f6d5522b588597959f,mean_mae,0.23622196880577526,0.23592667041607135,-0.0002952983897039074,0.0002952983897039074,-0.0012500885975880829,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P11,M0,C10mask_f6d5522b588597959f,median_pearson,-0.08736334744350781,-0.0650116525614729,0.02235169488203491,0.02235169488203491,0.2558475096949358,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_f6d5522b588597959f,mean_mse,2.042194147169213,2.372881156370668,0.3306870092014549,0.3306870092014549,0.16192731218030204,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_f6d5522b588597959f,mean_mae,1.2448238208099593,1.3466778243433801,0.10185400353342078,0.10185400353342078,0.08182202318971392,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_f6d5522b588597959f,median_pearson,0.4563520804950093,0.4564593457048399,0.00010726520983062038,0.00010726520983062038,0.00023504924030206856,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_f6d5522b588597959f,mean_mse,0.1122039223164387,0.11163040192386449,-0.0005735203925742172,0.0005735203925742172,-0.005111411265613057,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M3,C10mask_f6d5522b588597959f,mean_mae,0.23622196880577526,0.2370320330872656,0.0008100642814903303,0.0008100642814903303,0.003429250402008018,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P11,M0,C10mask_f6d5522b588597959f,median_pearson,-0.08736334744350781,-0.09338236079686776,-0.006019013353359956,0.006019013353359956,-0.06889632242230714,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_f6d5522b588597959f,mean_mse,2.042194147169213,1.8618517129713574,-0.18034243419785567,0.18034243419785567,-0.08830817307347458,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M0,C10mask_f6d5522b588597959f,mean_mae,1.2448238208099593,1.1677313351138376,-0.0770924856961217,0.0770924856961217,-0.06193043899654858,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_f6d5522b588597959f,median_pearson,0.4563520804950093,0.45379416818078433,-0.002557912314224975,0.002557912314224975,-0.005605129073697624,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_f6d5522b588597959f,mean_mse,0.1122039223164387,0.11330657200871422,0.001102649692275512,0.001102649692275512,0.009827193822741841,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P11,M3,C10mask_f6d5522b588597959f,mean_mae,0.23622196880577526,0.2373956992055254,0.0011737303997501336,0.0011737303997501336,0.004968760550443087,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_2e7ad0231d4087ca83,median_pearson,0.19290771003049376,0.19290771003049376,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_2e7ad0231d4087ca83,mean_mse,1.7472385071212648,1.7472385071212648,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_2e7ad0231d4087ca83,mean_mae,1.143386353168314,1.143386353168314,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_2e7ad0231d4087ca83,median_pearson,0.4384414888504683,0.4384414888504683,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_2e7ad0231d4087ca83,mean_mse,0.11900588109921273,0.11900588109921273,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_2e7ad0231d4087ca83,mean_mae,0.25151228665300146,0.25151228665300146,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_2e7ad0231d4087ca83,median_pearson,0.19290771003049376,0.18498576021887914,-0.00792194981161462,0.00792194981161462,-0.041066009286836506,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_2e7ad0231d4087ca83,mean_mse,1.7472385071212648,1.7979746994875958,0.05073619236633098,0.05073619236633098,0.029037931661615845,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_2e7ad0231d4087ca83,mean_mae,1.143386353168314,1.1716167173128182,0.028230364144504305,0.028230364144504305,0.024690135636373657,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_2e7ad0231d4087ca83,median_pearson,0.4384414888504683,0.43845704092356796,1.555207309966722e-05,1.555207309966722e-05,3.5471262403662024e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_2e7ad0231d4087ca83,mean_mse,0.11900588109921273,0.1192881650616028,0.0002822839623900647,0.0002822839623900647,0.002372016910279673,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_2e7ad0231d4087ca83,mean_mae,0.25151228665300146,0.2519892981539299,0.000477011500928437,0.000477011500928437,0.0018965733534383757,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_2e7ad0231d4087ca83,median_pearson,0.19290771003049376,0.19941997208959533,0.006512262059101576,0.006512262059101576,0.033758433284352164,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_2e7ad0231d4087ca83,mean_mse,1.7472385071212648,2.0300463960048263,0.28280788888356145,0.28280788888356145,0.16185992223209028,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_2e7ad0231d4087ca83,mean_mae,1.143386353168314,1.2356074760433917,0.09222112287507778,0.09222112287507778,0.0806561339651587,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_2e7ad0231d4087ca83,median_pearson,0.4384414888504683,0.4396389854804229,0.0011974966299546086,0.0011974966299546086,0.0027312575575232988,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_2e7ad0231d4087ca83,mean_mse,0.11900588109921273,0.11860195037152524,-0.0004039307276874904,0.0004039307276874904,-0.003394208117754632,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_2e7ad0231d4087ca83,mean_mae,0.25151228665300146,0.2522671954293115,0.0007549087763100149,0.0007549087763100149,0.0030014787204074985,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_2e7ad0231d4087ca83,median_pearson,0.19290771003049376,0.1700092572319799,-0.022898452798513852,0.022898452798513852,-0.11870159463763369,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_2e7ad0231d4087ca83,mean_mse,1.7472385071212648,1.5709176214339404,-0.1763208856873244,0.1763208856873244,-0.10091403375594622,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_2e7ad0231d4087ca83,mean_mae,1.143386353168314,1.062738643368365,-0.08064770979994895,0.08064770979994895,-0.0705340846306892,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_2e7ad0231d4087ca83,median_pearson,0.4384414888504683,0.4367501815951648,-0.0016913072553034758,0.0016913072553034758,-0.0038575438189890395,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_2e7ad0231d4087ca83,mean_mse,0.11900588109921273,0.12009982355046075,0.0010939424512480256,0.0010939424512480256,0.009192339413344021,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_2e7ad0231d4087ca83,mean_mae,0.25151228665300146,0.25171567729329797,0.000203390640296508,0.000203390640296508,0.000808670792998338,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_6b49cdcf6da4391548,median_pearson,0.18072552799035238,0.18072552799035238,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_6b49cdcf6da4391548,mean_mse,1.7447346525180394,1.7447346525180394,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_6b49cdcf6da4391548,mean_mae,1.1415229393105464,1.1415229393105464,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_6b49cdcf6da4391548,median_pearson,0.4129940922021494,0.41299409220214944,5.551115123125783e-17,5.551115123125783e-17,1.3441148984786598e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_6b49cdcf6da4391548,mean_mse,0.1181299197344047,0.1181299197344047,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_6b49cdcf6da4391548,mean_mae,0.25006074474981793,0.25006074474981793,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_6b49cdcf6da4391548,median_pearson,0.18072552799035238,0.17308107383512716,-0.0076444541552252165,0.0076444541552252165,-0.042298695929848376,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_6b49cdcf6da4391548,mean_mse,1.7447346525180394,1.7974725949835044,0.05273794246546504,0.05273794246546504,0.03022691295169296,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_6b49cdcf6da4391548,mean_mae,1.1415229393105464,1.1708226143064582,0.029299674995911795,0.029299674995911795,0.02566718020893047,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_6b49cdcf6da4391548,median_pearson,0.4129940922021494,0.41367066034091987,0.0006765681387704836,0.0006765681387704836,0.001638202946591599,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_6b49cdcf6da4391548,mean_mse,0.1181299197344047,0.11842171981378552,0.0002918000793808162,0.0002918000793808162,0.0024701623436033794,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_6b49cdcf6da4391548,mean_mae,0.25006074474981793,0.2506253381649251,0.000564593415107173,0.000564593415107173,0.002257825056355968,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_6b49cdcf6da4391548,median_pearson,0.18072552799035238,0.19609875008961214,0.015373222099259759,0.015373222099259759,0.08506392135194328,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_6b49cdcf6da4391548,mean_mse,1.7447346525180394,2.0236123518565656,0.27887769933852624,0.27887769933852624,0.15983960594583468,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_6b49cdcf6da4391548,mean_mae,1.1415229393105464,1.232203933580928,0.09068099427038168,0.09068099427038168,0.0794386088510415,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_6b49cdcf6da4391548,median_pearson,0.4129940922021494,0.4140848533348941,0.0010907611327446998,0.0010907611327446998,0.0026411058979768694,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_6b49cdcf6da4391548,mean_mse,0.1181299197344047,0.11751568713544834,-0.000614232598956363,0.000614232598956363,-0.005199636132297066,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_6b49cdcf6da4391548,mean_mae,0.25006074474981793,0.25062072758668247,0.0005599828368645365,0.0005599828368645365,0.0022393872233916244,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_6b49cdcf6da4391548,median_pearson,0.18072552799035238,0.17435154005390263,-0.006373987936449749,0.006373987936449749,-0.035268885404999395,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_6b49cdcf6da4391548,mean_mse,1.7447346525180394,1.5693282523535277,-0.1754064001645117,0.1754064001645117,-0.10053471449733707,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_6b49cdcf6da4391548,mean_mae,1.1415229393105464,1.061742930163795,-0.07978000914675132,0.07978000914675132,-0.06988909850110994,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_6b49cdcf6da4391548,median_pearson,0.4129940922021494,0.41055784973576315,-0.0024362424663862403,0.0024362424663862403,-0.005898976552898887,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_6b49cdcf6da4391548,mean_mse,0.1181299197344047,0.1194175980281239,0.0012876782937192022,0.0012876782937192022,0.010900526273228075,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_6b49cdcf6da4391548,mean_mae,0.25006074474981793,0.2503851448772822,0.00032440012746426383,0.00032440012746426383,0.0012972852967738752,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_74edcad6965ecb32b1,median_pearson,0.17992652002412707,0.17992652002412707,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_74edcad6965ecb32b1,mean_mse,1.745867476442481,1.745867476442481,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_74edcad6965ecb32b1,mean_mae,1.1431049248943927,1.1431049248943927,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_74edcad6965ecb32b1,median_pearson,0.4471364625122879,0.4471364625122879,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_74edcad6965ecb32b1,mean_mse,0.11808289302911684,0.11808289302911684,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_74edcad6965ecb32b1,mean_mae,0.24960929219159309,0.24960929219159309,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_74edcad6965ecb32b1,median_pearson,0.17992652002412707,0.1676230908929267,-0.01230342913120036,0.01230342913120036,-0.0683802984104319,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_74edcad6965ecb32b1,mean_mae,0.24960929219159309,0.2501354681021307,0.0005261759105376351,0.0005261759105376351,0.0021079980874019596,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_74edcad6965ecb32b1,median_pearson,0.17992652002412707,0.19007766470485166,0.010151144680724589,0.010151144680724589,0.05641827941408182,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_74edcad6965ecb32b1,mean_mse,1.745867476442481,2.02637212844104,0.2805046519985588,0.2805046519985588,0.16066778022014447,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_74edcad6965ecb32b1,mean_mae,1.1431049248943927,1.2342909203152572,0.09118599542086447,0.09118599542086447,0.07977045101899881,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_74edcad6965ecb32b1,median_pearson,0.4471364625122879,0.4490068018347757,0.0018703393224878129,0.0018703393224878129,0.004182927314804736,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_74edcad6965ecb32b1,mean_mse,0.11808289302911684,0.11761226876009737,-0.0004706242690194762,0.0004706242690194762,-0.003985541486550722,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_74edcad6965ecb32b1,mean_mae,0.24960929219159309,0.25033723062497054,0.0007279384333774563,0.0007279384333774563,0.0029163114361091622,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_74edcad6965ecb32b1,median_pearson,0.17992652002412707,0.17074308095051188,-0.009183439073615185,0.009183439073615185,-0.05103994159606789,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_74edcad6965ecb32b1,mean_mse,1.745867476442481,1.5697874019168834,-0.1760800745255977,0.1760800745255977,-0.10085534950475881,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_74edcad6965ecb32b1,mean_mae,1.1431049248943927,1.0628697072841802,-0.08023521761021257,0.08023521761021257,-0.07019059743586112,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_74edcad6965ecb32b1,median_pearson,0.4471364625122879,0.44779981745192887,0.000663354939640981,0.000663354939640981,0.001483562615121667,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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+tier_b_primary_mask,BASS_P12,M0,C10mask_95a6579cd0f40b17ef,mean_mae,1.1444378110319675,1.1444378110319675,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_95a6579cd0f40b17ef,median_pearson,0.4308865924838154,0.43088659248381544,5.551115123125783e-17,5.551115123125783e-17,1.2883007315513742e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_95a6579cd0f40b17ef,mean_mse,0.1189802654172729,0.1189802654172729,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_95a6579cd0f40b17ef,mean_mae,0.25103171943207603,0.25103171943207603,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_95a6579cd0f40b17ef,median_pearson,0.18792391005436912,0.16912967304557225,-0.01879423700879687,0.01879423700879687,-0.10000982314256565,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_95a6579cd0f40b17ef,mean_mse,1.7507993233670993,1.8046267332577686,0.05382740989066925,0.05382740989066925,0.03074447720664499,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_95a6579cd0f40b17ef,mean_mae,1.1444378110319675,1.1740088218390092,0.02957101080704172,0.02957101080704172,0.02583889707416851,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_95a6579cd0f40b17ef,median_pearson,0.4308865924838154,0.42837032053199475,-0.0025162719518206367,0.0025162719518206367,-0.005839754579774145,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_95a6579cd0f40b17ef,mean_mse,0.1189802654172729,0.11930531593651744,0.00032505051924454353,0.00032505051924454353,0.002731970029689936,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_95a6579cd0f40b17ef,mean_mae,0.25103171943207603,0.2515749876417199,0.000543268209643899,0.000543268209643899,0.002164141690432456,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_95a6579cd0f40b17ef,median_pearson,0.18792391005436912,0.19697537333785953,0.009051463283490407,0.009051463283490407,0.048165575529328264,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_95a6579cd0f40b17ef,mean_mse,1.7507993233670993,2.0309337829886407,0.2801344596215414,0.2801344596215414,0.16000375136243075,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_95a6579cd0f40b17ef,mean_mae,1.1444378110319675,1.2350949776785054,0.09065716664653789,0.09065716664653789,0.07921545912991997,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_95a6579cd0f40b17ef,median_pearson,0.4308865924838154,0.43396388027324645,0.00307728778943106,0.00307728778943106,0.007141758047499811,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_95a6579cd0f40b17ef,mean_mse,0.1189802654172729,0.11870043933564377,-0.0002798260816291309,0.0002798260816291309,-0.002351869704171187,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_95a6579cd0f40b17ef,median_pearson,0.4308865924838154,0.42855130285089643,-0.0023352896329189576,0.0023352896329189576,-0.005419731487715468,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_95a6579cd0f40b17ef,mean_mse,0.1189802654172729,0.11990244949230472,0.0009221840750318205,0.0009221840750318205,0.0077507313653877846,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_95a6579cd0f40b17ef,mean_mae,0.25103171943207603,0.2510134738971622,-1.824553491380776e-05,1.824553491380776e-05,-7.268218914759344e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_a75d7ac3c8aca7f3da,median_pearson,0.17874062012112618,0.17874062012112618,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_a75d7ac3c8aca7f3da,mean_mse,1.751321686270304,1.751321686270304,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_a75d7ac3c8aca7f3da,mean_mae,1.1444826535989938,1.1444826535989938,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_a75d7ac3c8aca7f3da,median_pearson,0.44317169511587107,0.443171695115871,-5.551115123125783e-17,5.551115123125783e-17,-1.2525879211835485e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_a75d7ac3c8aca7f3da,mean_mse,0.12031213456282773,0.1203121345628277,-2.7755575615628914e-17,2.7755575615628914e-17,-2.306963941458023e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_a75d7ac3c8aca7f3da,mean_mse,1.751321686270304,2.032118572072479,0.28079688580217477,0.28079688580217477,0.16033427097004255,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_a75d7ac3c8aca7f3da,mean_mae,1.1444826535989938,1.235682703060394,0.09120004946140026,0.09120004946140026,0.07968670313578656,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_a75d7ac3c8aca7f3da,median_pearson,0.44317169511587107,0.44230487554166975,-0.0008668195742013163,0.0008668195742013163,-0.0019559452549754532,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_a75d7ac3c8aca7f3da,mean_mae,1.1444826535989938,1.0637323315769391,-0.08075032202205468,0.08075032202205468,-0.07055617817196567,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_a75d7ac3c8aca7f3da,median_pearson,0.44317169511587107,0.44290985512272973,-0.0002618399931413329,0.0002618399931413329,-0.000590831941721532,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_a75d7ac3c8aca7f3da,mean_mse,0.12031213456282773,0.12127821791724502,0.0009660833544172936,0.0009660833544172936,0.008029808114765008,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_a75d7ac3c8aca7f3da,mean_mae,0.252819507863979,0.25284464992323674,2.5142059257743377e-05,2.5142059257743377e-05,9.944667430991999e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_afb0f3812168b1c2d8,median_pearson,0.19307331505837205,0.19307331505837205,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_afb0f3812168b1c2d8,mean_mse,1.746601083176364,1.746601083176364,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_afb0f3812168b1c2d8,mean_mae,1.1430260157029848,1.1430260157029848,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_afb0f3812168b1c2d8,median_pearson,0.4429533066435998,0.4429533066435998,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_afb0f3812168b1c2d8,median_pearson,0.19307331505837205,0.19942945924648858,0.00635614418811653,0.00635614418811653,0.032920883894259914,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_afb0f3812168b1c2d8,mean_mse,1.746601083176364,2.0281508045164425,0.2815497213400784,0.2815497213400784,0.16119864120778674,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_afb0f3812168b1c2d8,mean_mae,1.1430260157029848,1.2344297778440483,0.0914037621410635,0.0914037621410635,0.07996647572789345,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_afb0f3812168b1c2d8,median_pearson,0.4429533066435998,0.4427704816090844,-0.00018282503451538812,0.00018282503451538812,-0.00041274109883209236,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_afb0f3812168b1c2d8,mean_mse,0.12073398901942088,0.12015775837354607,-0.000576230645874809,0.000576230645874809,-0.004772729291518053,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_afb0f3812168b1c2d8,mean_mae,0.25290044411775237,0.2535893838654176,0.000688939747665207,0.000688939747665207,0.0027241539652830007,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_afb0f3812168b1c2d8,median_pearson,0.19307331505837205,0.1785528884998422,-0.014520426558529864,0.014520426558529864,-0.07520680190392903,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_afb0f3812168b1c2d8,mean_mae,0.25290044411775237,0.25314036465566137,0.0002399205379089997,0.0002399205379089997,0.0009486758267505884,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_b955891e129f63a99c,median_pearson,0.18265941191578483,0.18265941191578483,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_b955891e129f63a99c,mean_mse,1.7515453697452057,1.7515453697452057,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_b955891e129f63a99c,mean_mae,1.1447978993385353,1.1447978993385353,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_b955891e129f63a99c,median_pearson,0.4572584510333474,0.4572584510333475,1.1102230246251565e-16,1.1102230246251565e-16,2.4279989185901106e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_b955891e129f63a99c,mean_mse,0.12186642570829566,0.12186642570829564,-1.3877787807814457e-17,1.3877787807814457e-17,-1.1387703977659018e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_b955891e129f63a99c,mean_mae,0.2548092328184739,0.2548092328184739,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_b955891e129f63a99c,median_pearson,0.18265941191578483,0.18025033281724462,-0.002409079098540212,0.002409079098540212,-0.01318891303367887,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_b955891e129f63a99c,mean_mse,1.7515453697452057,1.8040345957003032,0.05248922595509753,0.05248922595509753,0.02996738015569248,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_b955891e129f63a99c,mean_mae,1.1447978993385353,1.1739070066730901,0.02910910733455485,0.02910910733455485,0.02542728926334867,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_b955891e129f63a99c,median_pearson,0.4572584510333474,0.45475959153935497,-0.0024988594939924225,0.0024988594939924225,-0.005464873286311734,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_b955891e129f63a99c,mean_mse,0.12186642570829566,0.12221403772570344,0.0003476120174077807,0.0003476120174077807,0.0028524018439651188,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_b955891e129f63a99c,mean_mae,0.2548092328184739,0.255405984599883,0.0005967517814091106,0.0005967517814091106,0.0023419550964004377,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_b955891e129f63a99c,median_pearson,0.18265941191578483,0.19688134457812706,0.01422193266234223,0.01422193266234223,0.07786038788353954,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_b955891e129f63a99c,mean_mse,1.7515453697452057,2.0343336932795957,0.28278832353439,0.28278832353439,0.1614507556692789,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_b955891e129f63a99c,mean_mae,1.1447978993385353,1.236650431029053,0.09185253169051766,0.09185253169051766,0.08023471369364854,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_b955891e129f63a99c,median_pearson,0.4572584510333474,0.45873203525389195,0.0014735842205445548,0.0014735842205445548,0.0032226505977405936,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_b955891e129f63a99c,mean_mse,0.12186642570829566,0.1212934533914777,-0.0005729723168179518,0.0005729723168179518,-0.004701642092871758,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_b955891e129f63a99c,mean_mae,0.2548092328184739,0.2554030809302117,0.0005938481117377936,0.0005938481117377936,0.002330559631490477,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_b955891e129f63a99c,median_pearson,0.18265941191578483,0.1797734076395744,-0.002886004276210441,0.002886004276210441,-0.015799920989239984,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_b955891e129f63a99c,mean_mse,1.7515453697452057,1.5742897932497308,-0.17725557649547485,0.17725557649547485,-0.10119953474071866,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_b955891e129f63a99c,mean_mae,1.1447978993385353,1.064112138401903,-0.08068576093663227,0.08068576093663227,-0.07048035376659281,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_b955891e129f63a99c,median_pearson,0.4572584510333474,0.45611191788452243,-0.0011465331488249575,0.0011465331488249575,-0.002507407235960177,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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+tier_b_primary_mask,BASS_P12,M0,C10mask_c4907b1bed288de6a4,mean_mae,1.139768376513879,1.139768376513879,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_c4907b1bed288de6a4,median_pearson,0.4239961345050482,0.42399613450504825,5.551115123125783e-17,5.551115123125783e-17,1.3092372008546436e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_c4907b1bed288de6a4,mean_mse,0.12174270085572783,0.12174270085572783,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_c4907b1bed288de6a4,mean_mae,0.25290271760137556,0.25290271760137556,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_c4907b1bed288de6a4,median_pearson,0.17973423013309964,0.1713387103689974,-0.008395519764102244,0.008395519764102244,-0.04671074484746206,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_c4907b1bed288de6a4,mean_mse,1.7377921841908164,1.7906116159976309,0.052819431806814476,0.052819431806814476,0.030394561724542028,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_c4907b1bed288de6a4,mean_mae,1.139768376513879,1.1691894952517854,0.029421118737906315,0.029421118737906315,0.025813243588924974,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_c4907b1bed288de6a4,median_pearson,0.4239961345050482,0.42299774955886726,-0.0009983849461809302,0.0009983849461809302,-0.002354702944040739,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_c4907b1bed288de6a4,mean_mse,0.12174270085572783,0.12201276788098608,0.00027006702525825266,0.00027006702525825266,0.002218342646909877,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_c4907b1bed288de6a4,mean_mae,0.25290271760137556,0.2533494895448439,0.00044677194346831595,0.00044677194346831595,0.001766576285560191,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_c4907b1bed288de6a4,median_pearson,0.17973423013309964,0.19152843009972412,0.01179419996662448,0.01179419996662448,0.06562022135622386,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_c4907b1bed288de6a4,mean_mse,1.7377921841908164,2.018829149919434,0.2810369657286176,0.2810369657286176,0.161720698415662,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_c4907b1bed288de6a4,mean_mae,1.139768376513879,1.2308105318372393,0.09104215532336024,0.09104215532336024,0.07987776920239163,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_c4907b1bed288de6a4,median_pearson,0.4239961345050482,0.42413498951154116,0.00013885500649296612,0.00013885500649296612,0.00032749120851080044,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_c4907b1bed288de6a4,mean_mse,0.12174270085572783,0.12125021525126256,-0.0004924856044652703,0.0004924856044652703,-0.004045298822874764,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_c4907b1bed288de6a4,mean_mae,0.25290271760137556,0.2536724960104163,0.0007697784090407445,0.0007697784090407445,0.0030437727848147,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_c4907b1bed288de6a4,median_pearson,0.17973423013309964,0.17274288875974397,-0.006991341373355664,0.006991341373355664,-0.038898218598529204,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_c4907b1bed288de6a4,mean_mse,1.7377921841908164,1.5607861363651374,-0.17700604782567897,0.17700604782567897,-0.1018568557483183,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_c4907b1bed288de6a4,mean_mae,1.139768376513879,1.0593476669565074,-0.08042070955737168,0.08042070955737168,-0.07055881810245364,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_c4907b1bed288de6a4,median_pearson,0.4239961345050482,0.4232078112007872,-0.000788323304260985,0.000788323304260985,-0.0018592700265563364,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_c4907b1bed288de6a4,mean_mse,0.12174270085572783,0.12293398378775258,0.0011912829320247509,0.0011912829320247509,0.009785251383871386,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_c4907b1bed288de6a4,mean_mae,0.25290271760137556,0.2531610661342293,0.00025834853285372494,0.00025834853285372494,0.0010215332413348482,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_d2d2ed7f27165e5190,median_pearson,0.16884673951589838,0.16884673951589838,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_d2d2ed7f27165e5190,mean_mse,1.749399552719878,1.749399552719878,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_d2d2ed7f27165e5190,mean_mae,1.1440267017212737,1.1440267017212737,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_d2d2ed7f27165e5190,median_pearson,0.42658345169161815,0.42658345169161804,-1.1102230246251565e-16,1.1102230246251565e-16,-2.6025928109085416e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_d2d2ed7f27165e5190,mean_mse,0.1212249675255745,0.1212249675255745,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_d2d2ed7f27165e5190,mean_mae,0.2535049632089128,0.2535049632089128,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_d2d2ed7f27165e5190,median_pearson,0.16884673951589838,0.16809737061068997,-0.0007493689052084085,0.0007493689052084085,-0.004438160353921723,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_d2d2ed7f27165e5190,mean_mse,1.749399552719878,1.8024927619355808,0.05309320921570282,0.05309320921570282,0.030349389956774702,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_d2d2ed7f27165e5190,mean_mae,1.1440267017212737,1.1732843040823235,0.029257602361049795,0.029257602361049795,0.025574230319125896,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_d2d2ed7f27165e5190,median_pearson,0.42658345169161815,0.4214203976159726,-0.005163054075645546,0.005163054075645546,-0.012103268551959616,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_d2d2ed7f27165e5190,mean_mse,0.1212249675255745,0.12155570291528237,0.00033073538970786187,0.00033073538970786187,0.002728277816515707,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_d2d2ed7f27165e5190,mean_mae,0.2535049632089128,0.25400911429554895,0.0005041510866361509,0.0005041510866361509,0.0019887227463104193,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_d2d2ed7f27165e5190,median_pearson,0.16884673951589838,0.1844350931291512,0.015588353613252837,0.015588353613252837,0.09232250298671038,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_d2d2ed7f27165e5190,mean_mse,1.749399552719878,2.030057224792226,0.28065767207234793,0.28065767207234793,0.16043085848284092,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_d2d2ed7f27165e5190,mean_mae,1.1440267017212737,1.2352073806947579,0.09118067897348414,0.09118067897348414,0.07970153042433012,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_d2d2ed7f27165e5190,median_pearson,0.42658345169161815,0.42794016784846733,0.0013567161568491803,0.0013567161568491803,0.0031804237868794903,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_d2d2ed7f27165e5190,mean_mse,0.1212249675255745,0.12059181648194983,-0.0006331510436246718,0.0006331510436246718,-0.005222942571554805,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_d2d2ed7f27165e5190,mean_mae,0.2535049632089128,0.2540928032623627,0.0005878400534499173,0.0005878400534499173,0.0023188502742073724,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_d2d2ed7f27165e5190,median_pearson,0.16884673951589838,0.15863575745499414,-0.010210982060904233,0.010210982060904233,-0.06047485483095622,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_d2d2ed7f27165e5190,mean_mse,1.749399552719878,1.5727261536385304,-0.1766733990813476,0.1766733990813476,-0.10099087930293839,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_d2d2ed7f27165e5190,mean_mae,1.1440267017212737,1.063500237045702,-0.08052646467557167,0.08052646467557167,-0.07038862340749004,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_d2d2ed7f27165e5190,median_pearson,0.42658345169161815,0.42425334318896946,-0.002330108502648698,0.002330108502648698,-0.005462257134937243,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_d2d2ed7f27165e5190,mean_mse,0.1212249675255745,0.12249682797731586,0.0012718604517413523,0.0012718604517413523,0.010491736790715422,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_d2d2ed7f27165e5190,mean_mae,0.2535049632089128,0.25386288504116555,0.00035792183225275,0.00035792183225275,0.0014118927997389444,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_f68dba562dc71cd00d,median_pearson,0.17601669614611004,0.17601669614611004,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_f68dba562dc71cd00d,mean_mse,1.7557332447184608,1.7557332447184608,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_f68dba562dc71cd00d,mean_mae,1.1459447773040197,1.1459447773040197,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_f68dba562dc71cd00d,median_pearson,0.440451671433016,0.4404516714330161,1.1102230246251565e-16,1.1102230246251565e-16,2.520646637605051e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_f68dba562dc71cd00d,mean_mse,0.12277833313619128,0.12277833313619128,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M3,C10mask_f68dba562dc71cd00d,mean_mae,0.2540288074922524,0.2540288074922524,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P12,M0,C10mask_f68dba562dc71cd00d,median_pearson,0.17601669614611004,0.16750473258010434,-0.008511963566005698,0.008511963566005698,-0.048358841816573954,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_f68dba562dc71cd00d,mean_mse,1.7557332447184608,1.809679492603008,0.05394624788454716,0.05394624788454716,0.030725765458292992,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_f68dba562dc71cd00d,mean_mae,1.1459447773040197,1.1755261838190347,0.029581406515015063,0.029581406515015063,0.025813989557689744,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_f68dba562dc71cd00d,median_pearson,0.440451671433016,0.43880997773577585,-0.0016416936972401541,0.0016416936972401541,-0.0037272958731178825,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_f68dba562dc71cd00d,mean_mse,0.12277833313619128,0.12316006395647244,0.00038173082028115923,0.00038173082028115923,0.003109105739835433,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M3,C10mask_f68dba562dc71cd00d,mean_mae,0.2540288074922524,0.25461317177764514,0.0005843642853927689,0.0005843642853927689,0.0023003858938738333,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P12,M0,C10mask_f68dba562dc71cd00d,median_pearson,0.17601669614611004,0.1824322850176991,0.006415588871589051,0.006415588871589051,0.036448751806269115,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_f68dba562dc71cd00d,mean_mse,1.7557332447184608,2.0371898008882834,0.28145655616982257,0.28145655616982257,0.16030712923873314,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_f68dba562dc71cd00d,mean_mae,1.1459447773040197,1.2371916221054384,0.09124684480141876,0.09124684480141876,0.0796258655814886,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_f68dba562dc71cd00d,median_pearson,0.440451671433016,0.44291838756726226,0.0024667161342462607,0.0024667161342462607,0.005600424051566801,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_f68dba562dc71cd00d,mean_mse,0.12277833313619128,0.1221377186774639,-0.0006406144587273871,0.0006406144587273871,-0.0052176507235750505,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M3,C10mask_f68dba562dc71cd00d,mean_mae,0.2540288074922524,0.2545729295105291,0.0005441220182767492,0.0005441220182767492,0.0021419697381894155,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P12,M0,C10mask_f68dba562dc71cd00d,median_pearson,0.17601669614611004,0.15904879213955322,-0.016967904006556817,0.016967904006556817,-0.09639940061408661,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_f68dba562dc71cd00d,mean_mse,1.7557332447184608,1.5774600725171197,-0.1782731722013411,0.1782731722013411,-0.10153773230507344,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M0,C10mask_f68dba562dc71cd00d,mean_mae,1.1459447773040197,1.0651351453356848,-0.0808096319683349,0.0808096319683349,-0.07051791113220116,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_f68dba562dc71cd00d,median_pearson,0.440451671433016,0.4377731193446189,-0.0026785520883971237,0.0026785520883971237,-0.0060813756925530895,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_f68dba562dc71cd00d,mean_mse,0.12277833313619128,0.12400647871032577,0.0012281455741344899,0.0012281455741344899,0.0100029503802774,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P12,M3,C10mask_f68dba562dc71cd00d,mean_mae,0.2540288074922524,0.2543974078859435,0.00036860039369113196,0.00036860039369113196,0.001451018084641341,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_0be9949faafeadeebc,median_pearson,0.13503760988289507,0.13503760988289507,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_0be9949faafeadeebc,mean_mse,2.22123903311966,2.22123903311966,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_0be9949faafeadeebc,mean_mae,1.297126529753272,1.297126529753272,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_0be9949faafeadeebc,mean_mae,0.24570357280544108,0.24542253355400553,-0.00028103925143554975,0.00028103925143554975,-0.0011438142645898318,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_0be9949faafeadeebc,median_pearson,0.13503760988289507,0.11603596102127957,-0.019001648861615497,0.019001648861615497,-0.1407137528433284,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_0be9949faafeadeebc,mean_mse,2.22123903311966,2.4553799934903786,0.23414096037071852,0.23414096037071852,0.10541006928096115,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_0be9949faafeadeebc,mean_mae,1.297126529753272,1.3688953029437918,0.07176877319051989,0.07176877319051989,0.05532904581341892,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_0be9949faafeadeebc,median_pearson,0.6267121125250901,0.6264539507994502,-0.0002581617256398605,0.0002581617256398605,-0.0004119303273072214,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_0be9949faafeadeebc,mean_mse,0.11738329835773767,0.11686645026495932,-0.0005168480927783548,0.0005168480927783548,-0.0044030803360390084,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_0be9949faafeadeebc,mean_mae,0.24570357280544108,0.24619937699174915,0.0004958041863080687,0.0004958041863080687,0.0020178957133060015,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_0be9949faafeadeebc,median_pearson,0.13503760988289507,0.09404010622496775,-0.040997503657927314,0.040997503657927314,-0.30360063165721346,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_0be9949faafeadeebc,mean_mse,2.22123903311966,2.0869463168980698,-0.13429271622159034,0.13429271622159034,-0.060458471249256074,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_0be9949faafeadeebc,mean_mae,1.297126529753272,1.2362168415257637,-0.060909688227508196,0.060909688227508196,-0.04695739916682909,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_0be9949faafeadeebc,median_pearson,0.6267121125250901,0.6205734920707123,-0.006138620454377741,0.006138620454377741,-0.009794960607422415,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_0be9949faafeadeebc,mean_mse,0.11738329835773767,0.11882641532444829,0.0014431169667106225,0.0014431169667106225,0.01229405704985879,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_0be9949faafeadeebc,mean_mae,0.24570357280544108,0.24709969085166555,0.0013961180462244704,0.0013961180462244704,0.005682123504691478,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_29603bf1ef70aa34a8,median_pearson,0.1550109863965994,0.1550109863965994,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_29603bf1ef70aa34a8,mean_mse,2.2191549703699174,2.2191549703699174,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_29603bf1ef70aa34a8,mean_mae,1.2949364158130752,1.2949364158130752,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_29603bf1ef70aa34a8,median_pearson,0.62636022902293,0.6263602290229299,-1.1102230246251565e-16,1.1102230246251565e-16,-1.7724992315636201e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_29603bf1ef70aa34a8,mean_mse,0.11320649227652607,0.11320649227652606,-1.3877787807814457e-17,1.3877787807814457e-17,-1.2258826794063722e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_29603bf1ef70aa34a8,mean_mae,0.24178700200349923,0.24178700200349923,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_29603bf1ef70aa34a8,median_pearson,0.1550109863965994,0.18389811717547774,0.028887130778878334,0.028887130778878334,0.18635537680516334,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_29603bf1ef70aa34a8,mean_mse,2.2191549703699174,2.2788246761203617,0.05966970575044428,0.05966970575044428,0.026888480771803766,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_29603bf1ef70aa34a8,mean_mae,1.2949364158130752,1.3182220256676098,0.02328560985453465,0.02328560985453465,0.017982048825087596,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_29603bf1ef70aa34a8,median_pearson,0.62636022902293,0.6267533390737139,0.00039311005078390693,0.00039311005078390693,0.000627610171541584,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_29603bf1ef70aa34a8,mean_mse,0.11320649227652607,0.11321813254810867,1.164027158259695e-05,1.164027158259695e-05,0.00010282335711068242,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_29603bf1ef70aa34a8,mean_mae,0.24178700200349923,0.24144112010212065,-0.0003458819013785752,0.0003458819013785752,-0.0014305231402537077,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_29603bf1ef70aa34a8,median_pearson,0.1550109863965994,0.11914140007632684,-0.03586958632027257,0.03586958632027257,-0.23140028429016865,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_29603bf1ef70aa34a8,mean_mse,2.2191549703699174,2.450625964881589,0.23147099451167152,0.23147099451167152,0.10430591716318349,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_29603bf1ef70aa34a8,mean_mae,1.2949364158130752,1.3658100791689423,0.07087366335586709,0.07087366335586709,0.05473138486986356,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_29603bf1ef70aa34a8,median_pearson,0.62636022902293,0.6265018087268946,0.00014157970396466713,0.00014157970396466713,0.0002260355900717383,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_29603bf1ef70aa34a8,mean_mse,0.11320649227652607,0.11276447884672335,-0.0004420134298027262,0.0004420134298027262,-0.0039044883461545063,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_29603bf1ef70aa34a8,mean_mae,0.24178700200349923,0.24242070793653625,0.0006337059330370209,0.0006337059330370209,0.002620926384735312,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_29603bf1ef70aa34a8,median_pearson,0.1550109863965994,0.10454685670257063,-0.050464129694028775,0.050464129694028775,-0.3255519551686166,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_29603bf1ef70aa34a8,mean_mse,2.2191549703699174,2.08274814393765,-0.13640682643226754,0.13640682643226754,-0.06146791380213049,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_29603bf1ef70aa34a8,mean_mae,1.2949364158130752,1.233460958701601,-0.061475457111474174,0.061475457111474174,-0.04747372640136502,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_29603bf1ef70aa34a8,median_pearson,0.62636022902293,0.6251801402810092,-0.0011800887419207706,0.0011800887419207706,-0.0018840416221215246,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_29603bf1ef70aa34a8,mean_mse,0.11320649227652607,0.11459696564211079,0.0013904733655847185,0.0013904733655847185,0.012282629181621945,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_29603bf1ef70aa34a8,mean_mae,0.24178700200349923,0.24308788786539373,0.0013008858618945018,0.0013008858618945018,0.00538029691883799,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_33a0ee16ffaf164a05,median_pearson,0.15064760878175337,0.15064760878175337,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_33a0ee16ffaf164a05,mean_mse,2.2290645514903007,2.2290645514903007,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_33a0ee16ffaf164a05,mean_mae,1.300414287952023,1.300414287952023,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_33a0ee16ffaf164a05,median_pearson,0.5997852344403116,0.5997852344403116,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_33a0ee16ffaf164a05,mean_mse,0.12218410807104489,0.12218410807104489,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_33a0ee16ffaf164a05,mean_mae,0.2510117246797369,0.2510117246797369,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_33a0ee16ffaf164a05,median_pearson,0.15064760878175337,0.17818970919311694,0.027542100411363568,0.027542100411363568,0.18282467696692375,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_33a0ee16ffaf164a05,mean_mse,2.2290645514903007,2.2873957026725633,0.05833115118226262,0.05833115118226262,0.026168444131985217,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_33a0ee16ffaf164a05,mean_mae,1.300414287952023,1.3224186549988455,0.022004367046822404,0.022004367046822404,0.016921043740203985,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_33a0ee16ffaf164a05,mean_mse,2.2290645514903007,2.459620884393473,0.23055633290317212,0.23055633290317212,0.10343187807146613,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_33a0ee16ffaf164a05,mean_mae,1.300414287952023,1.370672169695685,0.07025788174366188,0.07025788174366188,0.05402730683181631,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_33a0ee16ffaf164a05,median_pearson,0.5997852344403116,0.6005362551931066,0.0007510207527949841,0.0007510207527949841,0.0012521494522881973,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_33a0ee16ffaf164a05,mean_mae,1.300414287952023,1.2395245931931749,-0.0608896947588482,0.0608896947588482,-0.04682330494441218,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_33a0ee16ffaf164a05,median_pearson,0.5997852344403116,0.5982639788108441,-0.0015212556294674773,0.0015212556294674773,-0.0025363339110657398,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_33a0ee16ffaf164a05,mean_mse,0.12218410807104489,0.12423691254698996,0.0020528044759450664,0.0020528044759450664,0.01680091223280402,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_33a0ee16ffaf164a05,mean_mae,0.2510117246797369,0.2529547715303256,0.0019430468505886589,0.0019430468505886589,0.007740860922205012,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_563988b1d1b59a2d72,median_pearson,0.14293604516654415,0.14293604516654415,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_563988b1d1b59a2d72,mean_mse,2.2466911233399482,2.2466911233399482,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_563988b1d1b59a2d72,mean_mae,1.3089409440647608,1.3089409440647608,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_563988b1d1b59a2d72,median_pearson,0.6142795887038246,0.6142795887038246,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_563988b1d1b59a2d72,mean_mse,0.11867362848360231,0.1186736284836023,-1.3877787807814457e-17,1.3877787807814457e-17,-1.1694078950094642e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_563988b1d1b59a2d72,mean_mae,0.24760958480141088,0.24760958480141088,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_563988b1d1b59a2d72,median_pearson,0.14293604516654415,0.15829781108016883,0.015361765913624675,0.015361765913624675,0.10747300231880402,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_563988b1d1b59a2d72,mean_mse,2.2466911233399482,2.302910986197406,0.05621986285745795,0.05621986285745795,0.02502340543095264,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_563988b1d1b59a2d72,median_pearson,0.14293604516654415,0.1079556676719821,-0.03498037749456205,0.03498037749456205,-0.24472747552098648,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_563988b1d1b59a2d72,mean_mse,2.2466911233399482,2.4813163374298335,0.23462521408988524,0.23462521408988524,0.10443145105816308,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_563988b1d1b59a2d72,mean_mae,1.3089409440647608,1.380122599168472,0.07118165510371122,0.07118165510371122,0.05438110514189053,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_563988b1d1b59a2d72,median_pearson,0.6142795887038246,0.613784539370596,-0.0004950493332286365,0.0004950493332286365,-0.0008059022997544608,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_563988b1d1b59a2d72,mean_mse,0.11867362848360231,0.11796982906475323,-0.0007037994188490854,0.0007037994188490854,-0.005930546051739984,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_563988b1d1b59a2d72,mean_mae,0.24760958480141088,0.24795758608915328,0.0003480012877423999,0.0003480012877423999,0.0014054435252234105,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_563988b1d1b59a2d72,median_pearson,0.14293604516654415,0.08658283431392341,-0.05635321085262074,0.05635321085262074,-0.394254722711545,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_563988b1d1b59a2d72,mean_mae,0.24760958480141088,0.24915977912622542,0.0015501943248145411,0.0015501943248145411,0.006260639409649008,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_6d61386f62127637e6,median_pearson,0.16157867970215256,0.16157867970215256,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_6d61386f62127637e6,mean_mse,2.2389017625862224,2.2389017625862224,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_6d61386f62127637e6,mean_mae,1.3038452167033545,1.3038452167033545,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_6d61386f62127637e6,median_pearson,0.6318884299954067,0.6318884299954066,-1.1102230246251565e-16,1.1102230246251565e-16,-1.7569921712812924e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_6d61386f62127637e6,mean_mse,0.11714761029004783,0.11714761029004783,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_6d61386f62127637e6,mean_mae,0.2471189270176233,0.2471189270176233,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_6d61386f62127637e6,median_pearson,0.16157867970215256,0.18096077698325674,0.019382097281104183,0.019382097281104183,0.11995454670648589,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_6d61386f62127637e6,mean_mse,2.2389017625862224,2.297596896205258,0.058695133619035555,0.058695133619035555,0.026216037969988934,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_6d61386f62127637e6,mean_mae,1.3038452167033545,1.326424687606945,0.02257947090359047,0.02257947090359047,0.01731760075070909,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_6d61386f62127637e6,median_pearson,0.6318884299954067,0.6334182848617926,0.0015298548663859046,0.0015298548663859046,0.002421083839748459,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_6d61386f62127637e6,mean_mse,0.11714761029004783,0.11706308112246538,-8.452916758244777e-05,8.452916758244777e-05,-0.0007215611771606823,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_6d61386f62127637e6,mean_mae,0.2471189270176233,0.2466920413592374,-0.0004268856583859171,0.0004268856583859171,-0.0017274502748042188,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_6d61386f62127637e6,median_pearson,0.16157867970215256,0.1359211064347061,-0.02565757326744647,0.02565757326744647,-0.15879306177487387,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_6d61386f62127637e6,mean_mse,2.2389017625862224,2.4717442499569278,0.23284248737070534,0.23284248737070534,0.10399852787723121,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_6d61386f62127637e6,mean_mae,1.3038452167033545,1.3748369260921183,0.07099170938876376,0.07099170938876376,0.05444795783985723,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_6d61386f62127637e6,median_pearson,0.6318884299954067,0.6312926145587978,-0.0005958154366089152,0.0005958154366089152,-0.0009429124008699547,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_6d61386f62127637e6,mean_mse,0.11714761029004783,0.11643330707468103,-0.0007143032153668072,0.0007143032153668072,-0.0060974629665790986,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_6d61386f62127637e6,mean_mae,0.2471189270176233,0.24738508934762288,0.0002661623299995697,0.0002661623299995697,0.0010770616933788656,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_6d61386f62127637e6,median_pearson,0.16157867970215256,0.11167368031520589,-0.049904999386946675,0.049904999386946675,-0.30885881403994314,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_6d61386f62127637e6,mean_mse,2.2389017625862224,2.101374296801546,-0.13752746578467656,0.13752746578467656,-0.0614263064520591,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_6d61386f62127637e6,mean_mae,1.3038452167033545,1.2417320114317443,-0.06211320527161024,0.06211320527161024,-0.04763848076128041,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_6d61386f62127637e6,median_pearson,0.6318884299954067,0.6301795789598054,-0.0017088510356013664,0.0017088510356013664,-0.0027043556338162233,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_6d61386f62127637e6,mean_mse,0.11714761029004783,0.11890393633382347,0.0017563260437756384,0.0017563260437756384,0.014992418875870534,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_6d61386f62127637e6,mean_mae,0.2471189270176233,0.24873759015852834,0.00161866314090503,0.00161866314090503,0.006550138269213167,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_7b7962808f0d72ade4,median_pearson,0.15743184950438976,0.15743184950438976,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_7b7962808f0d72ade4,mean_mse,2.2280558690819565,2.2280558690819565,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_7b7962808f0d72ade4,mean_mse,0.117926027014799,0.11786429122610695,-6.173578869204943e-05,6.173578869204943e-05,-0.0005235128347392045,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_7b7962808f0d72ade4,mean_mae,0.24682592154709604,0.24633035402168307,-0.0004955675254129654,0.0004955675254129654,-0.002007761268779089,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_7b7962808f0d72ade4,median_pearson,0.15743184950438976,0.13397590089578246,-0.023455948608607308,0.023455948608607308,-0.14899112652521607,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_7b7962808f0d72ade4,mean_mse,2.2280558690819565,2.4609782637261444,0.23292239464418785,0.23292239464418785,0.10454064365098739,per-mask panel 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export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_7b7962808f0d72ade4,median_pearson,0.6243964614291742,0.6233090740720023,-0.0010873873571718429,0.0010873873571718429,-0.0017415014727708961,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_7b7962808f0d72ade4,mean_mse,0.117926027014799,0.11992429849692744,0.001998271482128444,0.001998271482128444,0.01694512681138383,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_7b7962808f0d72ade4,mean_mae,0.24682592154709604,0.24861331996547545,0.00178739841837941,0.00178739841837941,0.00724153446759587,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_aa6e0b65c15493b844,median_pearson,0.16168261692996497,0.16168261692996497,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_aa6e0b65c15493b844,mean_mse,2.2216666071175064,2.4539392669819637,0.23227265986445733,0.23227265986445733,0.10454883694985122,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_aa6e0b65c15493b844,mean_mae,1.2979183329451118,1.3687127801280323,0.0707944471829205,0.0707944471829205,0.05454460838247081,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_aa6e0b65c15493b844,median_pearson,0.6115081436638629,0.6105507629621562,-0.0009573807017067004,0.0009573807017067004,-0.001565605808567872,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_aa6e0b65c15493b844,mean_mae,1.2979183329451118,1.2374328013417453,-0.06048553160336656,0.06048553160336656,-0.04660195489042719,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_aa6e0b65c15493b844,median_pearson,0.6115081436638629,0.6075633076262256,-0.003944836037637289,0.003944836037637289,-0.006450995098776164,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_aa6e0b65c15493b844,mean_mse,0.12217613494287143,0.12414374196402765,0.0019676070211562258,0.0019676070211562258,0.01610467561505578,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_aa6e0b65c15493b844,mean_mae,0.2512524614700656,0.25305456329244086,0.0018021018223752794,0.0018021018223752794,0.007172474298684566,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_d92f36f753d5db82e5,median_pearson,0.16093969708863337,0.16093969708863337,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_d92f36f753d5db82e5,mean_mse,2.2149716012223073,2.2149716012223073,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_d92f36f753d5db82e5,mean_mae,1.29432297920574,1.29432297920574,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_d92f36f753d5db82e5,median_pearson,0.617152563718866,0.617152563718866,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_d92f36f753d5db82e5,median_pearson,0.16093969708863337,0.1382531399489978,-0.022686557139635577,0.022686557139635577,-0.14096309083483327,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_d92f36f753d5db82e5,mean_mse,2.2149716012223073,2.4450974356715793,0.23012583444927204,0.23012583444927204,0.10389561397639575,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_d92f36f753d5db82e5,mean_mae,1.29432297920574,1.364741990722666,0.07041901151692609,0.07041901151692609,0.0544060583395797,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_d92f36f753d5db82e5,mean_mse,2.2149716012223073,2.081856513099979,-0.1331150881223282,0.1331150881223282,-0.06009787576909344,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_d92f36f753d5db82e5,mean_mae,1.29432297920574,1.2341588653800235,-0.060164113825716514,0.060164113825716514,-0.04648307632043755,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_d92f36f753d5db82e5,median_pearson,0.617152563718866,0.6170630853736958,-8.947834517014641e-05,8.947834517014641e-05,-0.00014498577893116692,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_d92f36f753d5db82e5,mean_mse,0.12129970930485266,0.1235194162900881,0.0022197069852354367,0.0022197069852354367,0.01829935947873402,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_d92f36f753d5db82e5,mean_mae,0.24886556199485402,0.2508457842023059,0.0019802222074518927,0.0019802222074518927,0.00795699570313726,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_e2c2075af9f46caef7,median_pearson,0.15401791371678802,0.15401791371678802,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_e2c2075af9f46caef7,mean_mse,2.2386854890905243,2.2386854890905243,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_e2c2075af9f46caef7,mean_mae,1.304757303285042,1.304757303285042,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_e2c2075af9f46caef7,median_pearson,0.5975989729360038,0.5975989729360038,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_e2c2075af9f46caef7,mean_mse,0.11986248208887645,0.11986248208887645,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_e2c2075af9f46caef7,mean_mae,0.24804613039493212,0.24804613039493212,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_e2c2075af9f46caef7,median_pearson,0.15401791371678802,0.16524614149038225,0.011228227773594224,0.011228227773594224,0.07290208978054961,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_e2c2075af9f46caef7,mean_mse,2.2386854890905243,2.297284380150767,0.05859889106024285,0.05859889106024285,0.026175579975751262,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_e2c2075af9f46caef7,mean_mae,1.304757303285042,1.3271013755113048,0.02234407222626289,0.02234407222626289,0.01712507925420788,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_e2c2075af9f46caef7,median_pearson,0.5975989729360038,0.5985700606121508,0.0009710876761469533,0.0009710876761469533,0.0016249821705281713,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_e2c2075af9f46caef7,mean_mse,0.11986248208887645,0.11994137913770224,7.889704882578508e-05,7.889704882578508e-05,0.0006582297266903246,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_e2c2075af9f46caef7,mean_mae,0.24804613039493212,0.2477944944804625,-0.0002516359144696112,0.0002516359144696112,-0.0010144722438078899,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_e2c2075af9f46caef7,median_pearson,0.15401791371678802,0.13996645960735044,-0.014051454109437589,0.014051454109437589,-0.09123259606850508,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_e2c2075af9f46caef7,mean_mse,2.2386854890905243,2.472463373746215,0.23377788465569083,0.23377788465569083,0.10442640817342506,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_e2c2075af9f46caef7,mean_mae,1.304757303285042,1.3759088359107532,0.07115153262571128,0.07115153262571128,0.05453238885620344,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_e2c2075af9f46caef7,median_pearson,0.5975989729360038,0.5976630240433203,6.405110731644292e-05,6.405110731644292e-05,0.00010718075200457562,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_e2c2075af9f46caef7,mean_mse,0.11986248208887645,0.11882297229136479,-0.0010395097975116618,0.0010395097975116618,-0.008672520203118095,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_e2c2075af9f46caef7,mean_mae,0.24804613039493212,0.2481310285987864,8.489820385429447e-05,8.489820385429447e-05,0.0003422678020379593,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_e2c2075af9f46caef7,median_pearson,0.15401791371678802,0.09000140902858303,-0.064016504688205,0.064016504688205,-0.41564324008387843,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_e2c2075af9f46caef7,mean_mse,2.2386854890905243,2.1008167966463276,-0.13786869244419675,0.13786869244419675,-0.06158466346257799,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_e2c2075af9f46caef7,mean_mae,1.304757303285042,1.2425894551620478,-0.06216784812299414,0.06216784812299414,-0.047647058933084,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_e2c2075af9f46caef7,median_pearson,0.5975989729360038,0.5961058692183947,-0.0014931037176091344,0.0014931037176091344,-0.0024985044908519766,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_e2c2075af9f46caef7,mean_mse,0.11986248208887645,0.12178211465005802,0.001919632561181564,0.001919632561181564,0.016015291254841375,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_e2c2075af9f46caef7,mean_mae,0.24804613039493212,0.24974840204655563,0.0017022716516235104,0.0017022716516235104,0.006862722062679232,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_e578d7182bf1effddb,median_pearson,0.13513625002507906,0.13513625002507906,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_e578d7182bf1effddb,mean_mse,2.2262260237742173,2.2262260237742173,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_e578d7182bf1effddb,mean_mae,1.2988353124613818,1.2988353124613818,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_e578d7182bf1effddb,median_pearson,0.5991196666045754,0.5991196666045754,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_e578d7182bf1effddb,mean_mse,0.12375358218284457,0.12375358218284456,-1.3877787807814457e-17,1.3877787807814457e-17,-1.1214049373787158e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M3,C10mask_e578d7182bf1effddb,mean_mae,0.25316895338001705,0.25316895338001705,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P13,M0,C10mask_e578d7182bf1effddb,median_pearson,0.13513625002507906,0.18348248333463182,0.04834623330955276,0.04834623330955276,0.35775917491110265,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_e578d7182bf1effddb,mean_mse,2.2262260237742173,2.2860718903267987,0.059845866552581395,0.059845866552581395,0.026882205990531954,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_e578d7182bf1effddb,mean_mae,1.2988353124613818,1.321697072660318,0.022861760198936265,0.022861760198936265,0.017601739019253847,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_e578d7182bf1effddb,median_pearson,0.5991196666045754,0.6005868034187444,0.00146713681416899,0.00146713681416899,0.0024488209884408856,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_e578d7182bf1effddb,mean_mse,0.12375358218284457,0.12353807342947669,-0.0002155087533678851,0.0002155087533678851,-0.0017414344665148624,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M3,C10mask_e578d7182bf1effddb,mean_mae,0.25316895338001705,0.2525682933616604,-0.0006006600183566246,0.0006006600183566246,-0.002372565870883106,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P13,M0,C10mask_e578d7182bf1effddb,median_pearson,0.13513625002507906,0.10049495556198682,-0.03464129446309225,0.03464129446309225,-0.2563434641457299,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_e578d7182bf1effddb,mean_mse,2.2262260237742173,2.46076811382246,0.2345420900482429,0.2345420900482429,0.10535412287141156,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_e578d7182bf1effddb,mean_mae,1.2988353124613818,1.3706234483295723,0.07178813586819044,0.07178813586819044,0.05527116115448617,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_e578d7182bf1effddb,median_pearson,0.5991196666045754,0.5983692461617234,-0.0007504204428520067,0.0007504204428520067,-0.0012525384905237825,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_e578d7182bf1effddb,mean_mse,0.12375358218284457,0.12279755156865532,-0.0009560306141892516,0.0009560306141892516,-0.007725276289592384,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M3,C10mask_e578d7182bf1effddb,mean_mae,0.25316895338001705,0.25327693799401035,0.00010798461399330606,0.00010798461399330606,0.00042653181818552884,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P13,M0,C10mask_e578d7182bf1effddb,median_pearson,0.13513625002507906,0.09261455424955402,-0.042521695775525045,0.042521695775525045,-0.3146579527523793,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_e578d7182bf1effddb,mean_mse,2.2262260237742173,2.087041934281197,-0.1391840894930203,0.1391840894930203,-0.06252019696412293,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M0,C10mask_e578d7182bf1effddb,mean_mae,1.2988353124613818,1.2359097898252889,-0.06292552263609297,0.06292552263609297,-0.04844765308763033,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_e578d7182bf1effddb,median_pearson,0.5991196666045754,0.597606517841836,-0.0015131487627393359,0.0015131487627393359,-0.002525620250984063,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_e578d7182bf1effddb,mean_mse,0.12375358218284457,0.12589093034514115,0.002137348162296576,0.002137348162296576,0.017271000358912176,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P13,M3,C10mask_e578d7182bf1effddb,mean_mae,0.25316895338001705,0.25510856864134795,0.001939615261330907,0.001939615261330907,0.0076613472364419994,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_047d01a0f780eda6ba,median_pearson,0.047669356743781824,0.047669356743781824,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_047d01a0f780eda6ba,mean_mse,1.4537547370812487,1.4537547370812487,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_047d01a0f780eda6ba,mean_mae,1.0034536879545302,1.0034536879545302,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M3,C10mask_047d01a0f780eda6ba,median_pearson,0.5351659261869378,0.5351659261869378,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M3,C10mask_047d01a0f780eda6ba,mean_mse,0.15051161994433299,0.15051161994433299,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M3,C10mask_047d01a0f780eda6ba,mean_mae,0.28665065336861184,0.28665065336861184,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_047d01a0f780eda6ba,median_pearson,0.047669356743781824,0.06503614531363337,0.01736678856985155,0.01736678856985155,0.36431766141079597,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M0,C10mask_047d01a0f780eda6ba,mean_mse,1.4537547370812487,1.6064862890465939,0.15273155196534516,0.15273155196534516,0.10506005453986642,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M0,C10mask_047d01a0f780eda6ba,mean_mae,1.0034536879545302,1.0640550234433264,0.060601335488796204,0.060601335488796204,0.060392757748818256,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M3,C10mask_047d01a0f780eda6ba,median_pearson,0.5351659261869378,0.5349345086485264,-0.00023141753841138257,0.00023141753841138257,-0.00043242203415347217,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M3,C10mask_047d01a0f780eda6ba,mean_mse,0.15051161994433299,0.1493845345839363,-0.0011270853603966846,0.0011270853603966846,-0.007488361103372213,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M3,C10mask_047d01a0f780eda6ba,mean_mae,0.28665065336861184,0.28634025732831503,-0.000310396040296812,0.000310396040296812,-0.001082837372422331,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_047d01a0f780eda6ba,mean_mse,0.15051161994433299,0.14874831435363534,-0.0017633055906976502,0.0017633055906976502,-0.011715411682830948,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_047d01a0f780eda6ba,mean_mae,0.28665065336861184,0.28499725942313126,-0.0016533939454805857,0.0016533939454805857,-0.005767975499272425,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_047d01a0f780eda6ba,median_pearson,0.047669356743781824,0.039036697319259794,-0.00863265942452203,0.00863265942452203,-0.18109452306901766,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_047d01a0f780eda6ba,mean_mse,1.4537547370812487,1.400797767071636,-0.052956970009612636,0.052956970009612636,-0.036427719655060996,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_047d01a0f780eda6ba,mean_mae,1.0034536879545302,0.9829178198314384,-0.020535868123091716,0.020535868123091716,-0.02046518775067003,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_047d01a0f780eda6ba,median_pearson,0.5351659261869378,0.5339338635856649,-0.001232062601272954,0.001232062601272954,-0.00230220673810721,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_047d01a0f780eda6ba,mean_mse,0.15051161994433299,0.15455788510122034,0.0040462651568873576,0.0040462651568873576,0.026883407130850606,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed0, +tier_b_primary_mask,BASS_P14,M3,C10mask_35a737f3ae133b15d4,mean_mae,0.28422288840622517,0.2839658852782651,-0.00025700312796006486,0.00025700312796006486,-0.0009042309343952042,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M0,C10mask_35a737f3ae133b15d4,median_pearson,0.037812548976814755,0.03335990942598589,-0.004452639550828863,0.004452639550828863,-0.1177556041926466,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_35a737f3ae133b15d4,mean_mse,1.4717377596442216,1.5645735411271513,0.0928357814829297,0.0928357814829297,0.06307902401401447,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_35a737f3ae133b15d4,mean_mae,1.0102535247110387,1.0356742360499502,0.02542071133891155,0.02542071133891155,0.025162704922195245,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_35a737f3ae133b15d4,median_pearson,0.5543313646972956,0.553595772515624,-0.0007355921816716293,0.0007355921816716293,-0.0013269900072735647,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_35a737f3ae133b15d4,mean_mse,0.14815937292172005,0.14630070781542034,-0.0018586651062997006,0.0018586651062997006,-0.012545038964775625,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_35a737f3ae133b15d4,mean_mae,0.28422288840622517,0.28262987699287156,-0.0015930114133536066,0.0015930114133536066,-0.005604796370504817,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_35a737f3ae133b15d4,mean_mse,0.14815937292172005,0.15215101289682179,0.003991639975101741,0.003991639975101741,0.026941528547172796,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_35a737f3ae133b15d4,mean_mae,0.28422288840622517,0.28757103083210667,0.003348142425881495,0.003348142425881495,0.011779988742835402,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_57c6a9231aa6ba9d18,median_pearson,0.032055875133487316,0.032055875133487316,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_57c6a9231aa6ba9d18,mean_mse,1.456712502705495,1.456712502705495,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P14,M3,C10mask_57c6a9231aa6ba9d18,mean_mse,0.14997562586339572,0.14895416641399456,-0.0010214594494011575,0.0010214594494011575,-0.006810836384383866,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M3,C10mask_57c6a9231aa6ba9d18,mean_mae,0.2871470197279492,0.2869728478306175,-0.00017417189733170968,0.00017417189733170968,-0.0006065600036410783,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M0,C10mask_57c6a9231aa6ba9d18,median_pearson,0.032055875133487316,0.024848063525810263,-0.0072078116076770525,0.0072078116076770525,-0.2248515000031111,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_57c6a9231aa6ba9d18,mean_mse,1.456712502705495,1.5473123270319986,0.0905998243265036,0.0905998243265036,0.062194718695855286,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_57c6a9231aa6ba9d18,mean_mae,1.004395523370103,1.0293671679105472,0.024971644540444204,0.024971644540444204,0.024862361449656294,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_57c6a9231aa6ba9d18,median_pearson,0.5412203229980946,0.5404255456688323,-0.0007947773292623639,0.0007947773292623639,-0.0014684912880944456,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_57c6a9231aa6ba9d18,mean_mse,0.14997562586339572,0.14804120305316368,-0.0019344228102320393,0.0019344228102320393,-0.012898247959265028,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_57c6a9231aa6ba9d18,mean_mae,0.2871470197279492,0.28516925058538634,-0.0019777691425628685,0.0019777691425628685,-0.0068876533854910285,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_57c6a9231aa6ba9d18,median_pearson,0.032055875133487316,0.02461132786436364,-0.0074445472691236775,0.0074445472691236775,-0.23223659432547195,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_57c6a9231aa6ba9d18,mean_mse,1.456712502705495,1.4054233825408593,-0.051289120164635715,0.051289120164635715,-0.035208814415595695,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_57c6a9231aa6ba9d18,mean_mae,1.004395523370103,0.9846535659338838,-0.019741957436219204,0.019741957436219204,-0.019655560958672873,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_57c6a9231aa6ba9d18,median_pearson,0.5412203229980946,0.5407105695690375,-0.0005097534290571248,0.0005097534290571248,-0.0009418593637307286,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_57c6a9231aa6ba9d18,mean_mse,0.14997562586339572,0.15409535020639986,0.004119724343004144,0.004119724343004144,0.02746929255528873,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_57c6a9231aa6ba9d18,mean_mae,0.2871470197279492,0.2908462651632687,0.0036992454353195203,0.0036992454353195203,0.012882757546375667,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_5f436ac922bd5b3f95,median_pearson,0.036986078467801435,0.036986078467801435,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_5f436ac922bd5b3f95,mean_mse,1.4590582721533254,1.4590582721533254,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_5f436ac922bd5b3f95,mean_mae,1.005132658326813,1.005132658326813,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M3,C10mask_5f436ac922bd5b3f95,median_pearson,0.5306729171135021,0.5306729171135021,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M3,C10mask_5f436ac922bd5b3f95,mean_mse,0.1546070274141206,0.1546070274141206,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M3,C10mask_5f436ac922bd5b3f95,mean_mae,0.29061449010326745,0.29061449010326745,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_5f436ac922bd5b3f95,median_pearson,0.036986078467801435,0.059935047971645485,0.02294896950384405,0.02294896950384405,0.6204758778041982,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M0,C10mask_5f436ac922bd5b3f95,mean_mse,1.4590582721533254,1.6141548565417938,0.1550965843884684,0.1550965843884684,0.10629910220074476,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M0,C10mask_5f436ac922bd5b3f95,mean_mae,1.005132658326813,1.0661140729427236,0.06098141461591067,0.06098141461591067,0.06067001615231859,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_5f436ac922bd5b3f95,mean_mse,1.4590582721533254,1.5492818964955846,0.09022362434225917,0.09022362434225917,0.06183688894693988,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_5f436ac922bd5b3f95,mean_mae,1.005132658326813,1.030240866649534,0.025108208322720982,0.025108208322720982,0.02497999454571219,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_5f436ac922bd5b3f95,median_pearson,0.5306729171135021,0.5311093966520471,0.00043647953854508703,0.00043647953854508703,0.0008225020054146297,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_5f436ac922bd5b3f95,mean_mse,0.1546070274141206,0.15261195969410526,-0.001995067720015342,0.001995067720015342,-0.012904120552499078,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_5f436ac922bd5b3f95,mean_mae,0.29061449010326745,0.2888882120113461,-0.0017262780919213294,0.0017262780919213294,-0.005940096418825884,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_5f436ac922bd5b3f95,median_pearson,0.036986078467801435,0.023287871949858874,-0.013698206517942561,0.013698206517942561,-0.37036114898927874,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_5f436ac922bd5b3f95,mean_mse,1.4590582721533254,1.406960351871466,-0.052097920281859444,0.052097920281859444,-0.03570653844069685,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_5f436ac922bd5b3f95,mean_mae,1.005132658326813,0.9851023551303797,-0.020030303196433286,0.020030303196433286,-0.01992801948130567,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_5f436ac922bd5b3f95,median_pearson,0.5306729171135021,0.529059834204437,-0.0016130829090650334,0.0016130829090650334,-0.003039693297029556,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_5f436ac922bd5b3f95,mean_mse,0.1546070274141206,0.1588471636208685,0.004240136206747902,0.004240136206747902,0.027425248888529118,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_5f436ac922bd5b3f95,mean_mae,0.29061449010326745,0.2940830291145879,0.0034685390113204373,0.0034685390113204373,0.011935189501693191,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_a9bcb3fc0c95163b3f,median_pearson,0.038717907186774675,0.038717907186774675,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_a9bcb3fc0c95163b3f,mean_mse,1.46160970601394,1.46160970601394,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_a9bcb3fc0c95163b3f,mean_mae,1.0059373319287244,1.0059373319287244,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M3,C10mask_a9bcb3fc0c95163b3f,median_pearson,0.5496836868059496,0.5496836868059496,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M0,C10mask_a9bcb3fc0c95163b3f,median_pearson,0.038717907186774675,0.03953797847421234,0.0008200712874376626,0.0008200712874376626,0.021180671865389043,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_a9bcb3fc0c95163b3f,mean_mse,1.46160970601394,1.5543046284144528,0.09269492240051291,0.09269492240051291,0.06341975016935804,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_a9bcb3fc0c95163b3f,mean_mae,1.0059373319287244,1.031691501643048,0.025754169714323538,0.025754169714323538,0.025602161185273864,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_a9bcb3fc0c95163b3f,median_pearson,0.5496836868059496,0.5488765763028444,-0.0008071105031052239,0.0008071105031052239,-0.0014683180936205437,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_a9bcb3fc0c95163b3f,mean_mse,0.15522420278375143,0.1531725420819122,-0.0020516607018392363,0.0020516607018392363,-0.013217402087079685,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_a9bcb3fc0c95163b3f,mean_mae,0.2899031828812675,0.28807134774807347,-0.0018318351331940153,0.0018318351331940153,-0.0063187824120725855,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_a9bcb3fc0c95163b3f,median_pearson,0.038717907186774675,0.03451865267431364,-0.004199254512461038,0.004199254512461038,-0.10845768321629291,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_a9bcb3fc0c95163b3f,mean_mae,0.2899031828812675,0.29352045081208394,0.003617267930816459,0.003617267930816459,0.012477503333579972,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_b221eed790cb7934ec,median_pearson,0.04581768063701833,0.04581768063701833,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_b221eed790cb7934ec,mean_mse,1.4563934843679474,1.4563934843679474,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_b221eed790cb7934ec,mean_mae,1.0038209628991615,1.0038209628991615,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_b221eed790cb7934ec,mean_mse,0.15508098364868214,0.15939958043326005,0.0043185967845779105,0.0043185967845779105,0.02784736518283368,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_b221eed790cb7934ec,mean_mae,0.2900361603145141,0.2937107164881639,0.0036745561736497567,0.0036745561736497567,0.012669303612573969,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_c0bd43f6edfc67d98c,median_pearson,0.040104680070655305,0.040104680070655305,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_c0bd43f6edfc67d98c,mean_mse,1.463463552765961,1.463463552765961,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P14,M3,C10mask_c0bd43f6edfc67d98c,mean_mse,0.1548516139922234,0.15373487769094965,-0.001116736301273763,0.001116736301273763,-0.007211654257151269,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M3,C10mask_c0bd43f6edfc67d98c,mean_mae,0.2912337888958459,0.29093817928675775,-0.00029560960908814327,0.00029560960908814327,-0.001015025111642737,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M0,C10mask_c0bd43f6edfc67d98c,median_pearson,0.040104680070655305,0.024024121987025377,-0.016080558083629928,0.016080558083629928,-0.4009646269537533,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_c0bd43f6edfc67d98c,mean_mse,1.463463552765961,1.5560956824615837,0.09263212969562273,0.09263212969562273,0.063296506100577,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_c0bd43f6edfc67d98c,median_pearson,0.5245425575696845,0.5267020945874177,0.002159537017733193,0.002159537017733193,0.004116991055480379,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_c0bd43f6edfc67d98c,mean_mse,0.1548516139922234,0.15922685402236061,0.004375240030137201,0.004375240030137201,0.02825440379560347,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_c0bd43f6edfc67d98c,mean_mae,0.2912337888958459,0.29493414926925215,0.003700360373406264,0.003700360373406264,0.012705807205391356,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_c6177815c00ef88e51,median_pearson,0.038539061602140136,0.038539061602140136,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_c6177815c00ef88e51,mean_mae,1.0037474175308876,0.9834107420306087,-0.020336675500278845,0.020336675500278845,-0.020260750010500563,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_c6177815c00ef88e51,median_pearson,0.5098304946087879,0.5103189407450428,0.000488446136254872,0.000488446136254872,0.0009580559449070912,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_c6177815c00ef88e51,mean_mse,0.15776909448461812,0.1621123929854565,0.004343298500838366,0.004343298500838366,0.027529463327570922,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_c6177815c00ef88e51,mean_mae,0.29191013809111316,0.2955940615422937,0.0036839234511805152,0.0036839234511805152,0.012620059978974288,per-mask panel 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C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M0,C10mask_d7248e304e57a48ff1,median_pearson,0.03841169585676907,0.03613405699546973,-0.002277638861299336,0.002277638861299336,-0.059295451827804706,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_d7248e304e57a48ff1,mean_mse,1.4538449747614643,1.5453656395513875,0.09152066478992316,0.09152066478992316,0.0629507728669208,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_d7248e304e57a48ff1,mean_mae,1.0030372813096242,1.0282318816468372,0.02519460033721299,0.02519460033721299,0.025118308966858585,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_d7248e304e57a48ff1,median_pearson,0.5333761309214551,0.534245951941688,0.0008698210202329193,0.0008698210202329193,0.001630783549931688,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_d7248e304e57a48ff1,mean_mse,0.15567666847214665,0.1536778054467575,-0.0019988630253891526,0.0019988630253891526,-0.012839836855493765,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_d7248e304e57a48ff1,mean_mae,0.291484104677056,0.2896247018085745,-0.0018594028684814634,0.0018594028684814634,-0.006379088391600468,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_d7248e304e57a48ff1,median_pearson,0.03841169585676907,0.029525998115506692,-0.008885697741262376,0.008885697741262376,-0.2313279209123099,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_d7248e304e57a48ff1,mean_mae,0.291484104677056,0.2952846568793943,0.0038005522023383254,0.0038005522023383254,0.013038625919410156,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_ddcc8f089ba1bea078,median_pearson,0.05235004407941509,0.05235004407941509,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_ddcc8f089ba1bea078,mean_mse,1.4517315566526432,1.4517315566526432,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P14,M0,C10mask_ddcc8f089ba1bea078,mean_mae,1.0013587985396533,1.0013587985396533,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P14,M3,C10mask_ddcc8f089ba1bea078,mean_mae,0.2905517496837276,0.29016496132549086,-0.00038678835823674484,0.00038678835823674484,-0.001331220199698584,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P14,M0,C10mask_ddcc8f089ba1bea078,median_pearson,0.05235004407941509,0.04086403778975011,-0.01148600628966498,0.01148600628966498,-0.21940776730274938,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_ddcc8f089ba1bea078,mean_mse,1.4517315566526432,1.5433127978567978,0.09158124120415456,0.09158124120415456,0.0630841430596988,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_ddcc8f089ba1bea078,mean_mae,1.0013587985396533,1.0266725114276527,0.02531371288799944,0.02531371288799944,0.02527936332602867,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_ddcc8f089ba1bea078,median_pearson,0.5518177812012951,0.5517805701493819,-3.721105191323293e-05,3.721105191323293e-05,-6.743358619619921e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_ddcc8f089ba1bea078,mean_mse,0.15463987806100518,0.15240589093613724,-0.002233987124867942,0.002233987124867942,-0.014446384418297575,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M3,C10mask_ddcc8f089ba1bea078,mean_mae,0.2905517496837276,0.2885384630737013,-0.0020132866100263103,0.0020132866100263103,-0.006929184257943103,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P14,M0,C10mask_ddcc8f089ba1bea078,median_pearson,0.05235004407941509,0.04229059939825412,-0.010059444681160969,0.010059444681160969,-0.19215732972260305,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_ddcc8f089ba1bea078,mean_mse,1.4517315566526432,1.398803028992719,-0.052928527659924285,0.052928527659924285,-0.03645889449559477,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M0,C10mask_ddcc8f089ba1bea078,mean_mae,1.0013587985396533,0.981219427677924,-0.020139370861729233,0.020139370861729233,-0.020112042647550298,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_ddcc8f089ba1bea078,median_pearson,0.5518177812012951,0.5517456295545796,-7.215164671547925e-05,7.215164671547925e-05,-0.00013075266722722617,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_ddcc8f089ba1bea078,mean_mse,0.15463987806100518,0.15919707144136896,0.004557193380363783,0.004557193380363783,0.029469716592546574,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P14,M3,C10mask_ddcc8f089ba1bea078,mean_mae,0.2905517496837276,0.29441495930340983,0.0038632096196822285,0.0038632096196822285,0.013296115490226518,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_58ff532ec2b4f69a26,median_pearson,0.08282484210849654,0.08282484210849654,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_58ff532ec2b4f69a26,mean_mse,1.7742441236187725,1.7742441236187725,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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+tier_b_primary_mask,BASS_P15,M0,C10mask_58ff532ec2b4f69a26,median_pearson,0.08282484210849654,0.09174290494890336,0.008918062840406818,0.008918062840406818,0.10767376807944393,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_58ff532ec2b4f69a26,mean_mse,1.7742441236187725,1.889220382788966,0.1149762591701935,0.1149762591701935,0.064802953347641,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_58ff532ec2b4f69a26,mean_mae,1.113937833613312,1.1638681259144195,0.04993029230110757,0.04993029230110757,0.04482323052009757,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_58ff532ec2b4f69a26,median_pearson,0.3623146051691698,0.36463184704611035,0.0023172418769405456,0.0023172418769405456,0.006395662343941649,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_58ff532ec2b4f69a26,mean_mse,0.11511654651495248,0.11481850337112914,-0.00029804314382333996,0.00029804314382333996,-0.0025890556383623546,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_58ff532ec2b4f69a26,mean_mae,0.24757384653188094,0.247176566472488,-0.00039728005939293487,0.00039728005939293487,-0.0016046931651230605,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_58ff532ec2b4f69a26,median_pearson,0.08282484210849654,0.09309554851103305,0.010270706402536509,0.010270706402536509,0.12400514315599152,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_58ff532ec2b4f69a26,mean_mse,1.7742441236187725,1.9745705193163672,0.2003263956975947,0.2003263956975947,0.1129080226507986,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_58ff532ec2b4f69a26,mean_mae,1.113937833613312,1.172966054143813,0.05902822053050105,0.05902822053050105,0.052990587759309274,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_58ff532ec2b4f69a26,median_pearson,0.3623146051691698,0.3622586611134364,-5.594405573339234e-05,5.594405573339234e-05,-0.00015440739880544222,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_58ff532ec2b4f69a26,mean_mse,0.11511654651495248,0.11453172062503122,-0.0005848258899212588,0.0005848258899212588,-0.005080293907577359,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_58ff532ec2b4f69a26,mean_mae,0.24757384653188094,0.2481422256636478,0.0005683791317668552,0.0005683791317668552,0.002295796344116918,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_58ff532ec2b4f69a26,median_pearson,0.08282484210849654,0.08462521592690297,0.0018003738184064338,0.0018003738184064338,0.021737123459263964,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_58ff532ec2b4f69a26,mean_mse,1.7742441236187725,1.6213638592658777,-0.1528802643528948,0.1528802643528948,-0.0861664200082445,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_58ff532ec2b4f69a26,mean_mae,1.113937833613312,1.0501294380571584,-0.06380839555615347,0.06380839555615347,-0.05728182815119616,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_58ff532ec2b4f69a26,median_pearson,0.3623146051691698,0.3601503542124316,-0.002164250956738223,0.002164250956738223,-0.005973402468077994,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_58ff532ec2b4f69a26,mean_mse,0.11511654651495248,0.11697856847582887,0.0018620219608763838,0.0018620219608763838,0.016175102687210355,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_58ff532ec2b4f69a26,mean_mae,0.24757384653188094,0.24905263692083096,0.0014787903889500187,0.0014787903889500187,0.0059731284611260005,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_5dd2ba456a939ba134,median_pearson,0.08715218988001586,0.08715218988001586,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_5dd2ba456a939ba134,mean_mse,1.78257206488641,1.78257206488641,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_5dd2ba456a939ba134,mean_mae,1.1174543467916787,1.1174543467916787,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_5dd2ba456a939ba134,median_pearson,0.4024271807057051,0.402427180705705,-1.1102230246251565e-16,1.1102230246251565e-16,-2.758817191915927e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_5dd2ba456a939ba134,mean_mse,0.11316343300166448,0.11316343300166448,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_5dd2ba456a939ba134,mean_mae,0.24659740202604652,0.2465974020260465,-2.7755575615628914e-17,2.7755575615628914e-17,-1.1255420936144846e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_5dd2ba456a939ba134,median_pearson,0.08715218988001586,0.09084554477855947,0.0036933548985436104,0.0036933548985436104,0.04237822255101478,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_5dd2ba456a939ba134,mean_mse,1.78257206488641,1.8975777486210215,0.1150056837346114,0.1150056837346114,0.06451670931011692,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_5dd2ba456a939ba134,mean_mae,1.1174543467916787,1.1668756790097128,0.04942133221803413,0.04942133221803413,0.044226712581080053,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_5dd2ba456a939ba134,median_pearson,0.4024271807057051,0.40368262660525656,0.001255445899551455,0.001255445899551455,0.003119684652885219,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_5dd2ba456a939ba134,mean_mse,0.11316343300166448,0.11302888590340146,-0.00013454709826302147,0.00013454709826302147,-0.0011889626772019408,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_5dd2ba456a939ba134,mean_mae,0.24659740202604652,0.24637609117111847,-0.00022131085492804736,0.00022131085492804736,-0.0008974581772141772,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_5dd2ba456a939ba134,median_pearson,0.08715218988001586,0.08932896541288993,0.00217677553287407,0.00217677553287407,0.024976716429855408,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_5dd2ba456a939ba134,mean_mse,1.78257206488641,1.9821273044947878,0.19955523960837773,0.19955523960837773,0.11194792263340775,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_5dd2ba456a939ba134,mean_mae,1.1174543467916787,1.1761912560620418,0.058736909270363125,0.058736909270363125,0.05256313999672789,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_5dd2ba456a939ba134,median_pearson,0.4024271807057051,0.40186977085656733,-0.0005574098491377688,0.0005574098491377688,-0.001385119782814577,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_5dd2ba456a939ba134,mean_mse,0.11316343300166448,0.1125803625711325,-0.0005830704305319762,0.0005830704305319762,-0.005152463256601627,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_5dd2ba456a939ba134,mean_mae,0.24659740202604652,0.24697426912886278,0.00037686710281625846,0.00037686710281625846,0.0015282687478453336,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_5dd2ba456a939ba134,median_pearson,0.08715218988001586,0.0838694537150359,-0.0032827361649799547,0.0032827361649799547,-0.03766670888590823,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_5dd2ba456a939ba134,mean_mse,1.78257206488641,1.6293236706642074,-0.1532483942222027,0.1532483942222027,-0.0859703779953312,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_5dd2ba456a939ba134,mean_mae,1.1174543467916787,1.053536158395928,-0.0639181883957507,0.0639181883957507,-0.05719982080634086,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_5dd2ba456a939ba134,median_pearson,0.4024271807057051,0.4002181544997723,-0.0022090262059327737,0.0022090262059327737,-0.0054892569683264855,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_5dd2ba456a939ba134,mean_mse,0.11316343300166448,0.11485326363162479,0.0016898306299603094,0.0016898306299603094,0.01493265611635743,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_5dd2ba456a939ba134,mean_mae,0.24659740202604652,0.24807706936016585,0.0014796673341193334,0.0014796673341193334,0.006000336264544447,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_6284f99d8fe551cd33,median_pearson,0.08966107762590822,0.08966107762590822,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_6284f99d8fe551cd33,mean_mse,1.7715058904124186,1.7715058904124186,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_6284f99d8fe551cd33,mean_mae,1.1130082082849575,1.1130082082849575,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_6284f99d8fe551cd33,median_pearson,0.40265089574053053,0.4026508957405306,5.551115123125783e-17,5.551115123125783e-17,1.3786421890150068e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_6284f99d8fe551cd33,mean_mse,0.11345551341215027,0.11345551341215027,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_6284f99d8fe551cd33,mean_mae,0.2458525856976976,0.24585258569769763,2.7755575615628914e-17,2.7755575615628914e-17,1.128951950489445e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_6284f99d8fe551cd33,median_pearson,0.08966107762590822,0.09145455872586769,0.0017934810999594708,0.0017934810999594708,0.02000289476156409,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_6284f99d8fe551cd33,mean_mse,1.7715058904124186,1.8859313699363403,0.11442547952392168,0.11442547952392168,0.06459220945479478,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_6284f99d8fe551cd33,mean_mae,1.1130082082849575,1.1626495608253011,0.04964135254034363,0.04964135254034363,0.04460106598570046,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_6284f99d8fe551cd33,median_pearson,0.40265089574053053,0.40781768770706106,0.005166791966530526,0.005166791966530526,0.01283193958137876,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_6284f99d8fe551cd33,mean_mse,0.11345551341215027,0.11309399887827123,-0.00036151453387903154,0.00036151453387903154,-0.0031863989946945667,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_6284f99d8fe551cd33,mean_mae,0.2458525856976976,0.24550319284229144,-0.0003493928554061665,0.0003493928554061665,-0.0014211477760733534,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_6284f99d8fe551cd33,median_pearson,0.08966107762590822,0.08341539626586783,-0.006245681360040389,0.006245681360040389,-0.06965878088259397,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_6284f99d8fe551cd33,mean_mse,1.7715058904124186,1.970142781582162,0.19863689116974337,0.19863689116974337,0.11212883470768441,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_6284f99d8fe551cd33,mean_mae,1.1130082082849575,1.1717626924316016,0.05875448414664408,0.05875448414664408,0.05278890461839387,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_6284f99d8fe551cd33,median_pearson,0.40265089574053053,0.40016040458703916,-0.00249049115349137,0.00249049115349137,-0.006185236838753365,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_6284f99d8fe551cd33,mean_mse,0.11345551341215027,0.11294376295076873,-0.0005117504613815355,0.0005117504613815355,-0.004510582571007348,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_6284f99d8fe551cd33,mean_mae,0.2458525856976976,0.24635158982954536,0.0004990041318477523,0.0004990041318477523,0.0020296883615506566,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_6284f99d8fe551cd33,median_pearson,0.08966107762590822,0.08913763182869328,-0.0005234457972149442,0.0005234457972149442,-0.005838049364060852,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_6284f99d8fe551cd33,mean_mse,1.7715058904124186,1.6202119586940062,-0.15129393171841232,0.15129393171841232,-0.08540413697590928,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_6284f99d8fe551cd33,mean_mae,1.1130082082849575,1.0496315835829007,-0.06337662470205685,0.06337662470205685,-0.0569417406181706,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_6284f99d8fe551cd33,median_pearson,0.40265089574053053,0.3943356126648323,-0.008315283075698232,0.008315283075698232,-0.02065134627455697,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_6284f99d8fe551cd33,mean_mse,0.11345551341215027,0.11530376731276837,0.001848253900618102,0.001848253900618102,0.016290560458740715,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_6284f99d8fe551cd33,mean_mae,0.2458525856976976,0.24730558926136578,0.001453003563668176,0.001453003563668176,0.00591006012625306,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_8c23b3ab0d99d14432,median_pearson,0.09622087025173826,0.09622087025173826,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_8c23b3ab0d99d14432,mean_mse,1.786602285878831,1.786602285878831,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_8c23b3ab0d99d14432,mean_mae,1.118349894937848,1.118349894937848,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_8c23b3ab0d99d14432,mean_mse,1.786602285878831,1.8992234859026909,0.11262120002385978,0.11262120002385978,0.06303652520429935,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_8c23b3ab0d99d14432,mean_mae,1.118349894937848,1.1670760674616896,0.04872617252384148,0.04872617252384148,0.0435697027776351,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_8c23b3ab0d99d14432,median_pearson,0.3875491381546891,0.3886511744621015,0.0011020363074124018,0.0011020363074124018,0.002843604072143562,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_8c23b3ab0d99d14432,mean_mae,1.118349894937848,1.1771626131643413,0.058812718226493255,0.058812718226493255,0.05258883511565202,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_8c23b3ab0d99d14432,median_pearson,0.3875491381546891,0.3869095206370644,-0.0006396175176247021,0.0006396175176247021,-0.001650416565677926,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_8c23b3ab0d99d14432,mean_mse,0.11603948151118945,0.1153885841377498,-0.0006508973734396517,0.0006508973734396517,-0.0056092750929509026,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_8c23b3ab0d99d14432,mean_mae,0.24834002033771344,0.24881817754779648,0.00047815721008304113,0.00047815721008304113,0.0019254134288658072,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_8c23b3ab0d99d14432,median_pearson,0.09622087025173826,0.08432214547272443,-0.011898724779013825,0.011898724779013825,-0.12366054004587296,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_8c23b3ab0d99d14432,mean_mse,1.786602285878831,1.635697377178269,-0.15090490870056206,0.15090490870056206,-0.08446474623552372,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_8c23b3ab0d99d14432,mean_mae,1.118349894937848,1.0553103262802586,-0.06303956865758953,0.06303956865758953,-0.05636837714469757,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_a6a91b9f8f22d7b8e4,median_pearson,0.08963759477099648,0.09738613972938015,0.007748544958383674,0.007748544958383674,0.086443026256778,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_a6a91b9f8f22d7b8e4,mean_mse,1.7791125034597892,1.8934841919484444,0.1143716884886552,0.1143716884886552,0.0642858100689191,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_a6a91b9f8f22d7b8e4,mean_mae,1.1159896364168136,1.165361983934028,0.04937234751721431,0.04937234751721431,0.04424086560134875,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_a6a91b9f8f22d7b8e4,median_pearson,0.40471529347054824,0.4034237190225486,-0.001291574447999655,0.001291574447999655,-0.0031913161396102388,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_a6a91b9f8f22d7b8e4,mean_mse,0.11235673917189834,0.11204964257034228,-0.00030709660155606167,0.00030709660155606167,-0.002733228142961895,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_a6a91b9f8f22d7b8e4,mean_mae,0.24559660948463727,0.2451676807271329,-0.0004289287575043599,0.0004289287575043599,-0.0017464767058650724,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_a6a91b9f8f22d7b8e4,median_pearson,0.08963759477099648,0.08431253274299169,-0.0053250620280047845,0.0053250620280047845,-0.0594065697725279,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_a6a91b9f8f22d7b8e4,mean_mae,0.24559660948463727,0.24634464669936634,0.0007480372147290748,0.0007480372147290748,0.0030457961789405997,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_a6a91b9f8f22d7b8e4,median_pearson,0.08963759477099648,0.09322847284688537,0.003590878075888898,0.003590878075888898,0.0400599557034386,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_a6a91b9f8f22d7b8e4,mean_mse,1.7791125034597892,1.6259022180287022,-0.15321028543108706,0.15321028543108706,-0.08611613101090762,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_a6a91b9f8f22d7b8e4,mean_mae,1.1159896364168136,1.0520921588418548,-0.06389747757495878,0.06389747757495878,-0.05725633598186351,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_a6a91b9f8f22d7b8e4,median_pearson,0.40471529347054824,0.40430545240573174,-0.0004098410648165074,0.0004098410648165074,-0.0010126651288662808,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_a6a91b9f8f22d7b8e4,mean_mse,0.11235673917189834,0.11396324363658303,0.0016065044646846882,0.0016065044646846882,0.014298247497436209,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_a6a91b9f8f22d7b8e4,mean_mae,0.24559660948463727,0.2468667622232118,0.0012701527385745315,0.0012701527385745315,0.005171703067236288,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_b12e355d035eb812c2,median_pearson,0.08868424446378295,0.08868424446378295,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_b12e355d035eb812c2,mean_mse,1.7844664760927578,1.7844664760927578,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_b12e355d035eb812c2,mean_mae,1.1181383668704434,1.1181383668704434,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_b12e355d035eb812c2,median_pearson,0.39614829211243163,0.39614829211243163,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_b12e355d035eb812c2,mean_mse,0.11403680926097859,0.11403680926097859,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_b12e355d035eb812c2,mean_mse,1.7844664760927578,1.9878973370118393,0.20343086091908158,0.20343086091908158,0.11400094293982528,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_b12e355d035eb812c2,mean_mae,1.1181383668704434,1.17827907202446,0.060140705154016594,0.060140705154016594,0.05378646054543711,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_b12e355d035eb812c2,median_pearson,0.39614829211243163,0.3978726985031794,0.0017244063907477791,0.0017244063907477791,0.004352931528626588,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_b12e355d035eb812c2,mean_mae,1.1181383668704434,1.0537812816085341,-0.06435708526190931,0.06435708526190931,-0.05755735351612905,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_b12e355d035eb812c2,median_pearson,0.39614829211243163,0.39483861879217935,-0.0013096733202522803,0.0013096733202522803,-0.0033060178380892257,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_b12e355d035eb812c2,mean_mse,0.11403680926097859,0.11560730207306898,0.0015704928120903877,0.0015704928120903877,0.013771805983243894,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_b12e355d035eb812c2,mean_mae,0.24684037320835736,0.24806834941490874,0.0012279762065513788,0.0012279762065513788,0.0049747786012089975,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_b34fa0dbc9c2540161,median_pearson,0.10295967948914819,0.10295967948914819,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_b34fa0dbc9c2540161,mean_mse,1.7643379401988408,1.7643379401988408,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_b34fa0dbc9c2540161,mean_mae,1.1107356155935488,1.1107356155935488,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_b34fa0dbc9c2540161,median_pearson,0.3756910437929243,0.3756910437929243,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_b34fa0dbc9c2540161,mean_mse,0.11376810476643051,0.11376810476643051,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_b34fa0dbc9c2540161,mean_mae,0.24729406117191757,0.2472940611719176,2.7755575615628914e-17,2.7755575615628914e-17,1.1223712969125197e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_b34fa0dbc9c2540161,median_pearson,0.10295967948914819,0.10288274163519323,-7.693785395496144e-05,7.693785395496144e-05,-0.0007472619799974279,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_b34fa0dbc9c2540161,mean_mse,1.7643379401988408,1.8801648138848177,0.11582687368597688,0.11582687368597688,0.06564891625746211,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_b34fa0dbc9c2540161,mean_mae,1.1107356155935488,1.1608350929287248,0.050099477335175946,0.050099477335175946,0.04510477257758955,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_b34fa0dbc9c2540161,median_pearson,0.3756910437929243,0.37673759714720645,0.0010465533542821648,0.0010465533542821648,0.00278567554796172,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_b34fa0dbc9c2540161,mean_mse,0.11376810476643051,0.11370147469666211,-6.663006976839747e-05,6.663006976839747e-05,-0.0005856656389344896,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_b34fa0dbc9c2540161,mean_mae,0.24729406117191757,0.24714461233594784,-0.00014944883596973435,0.00014944883596973435,-0.0006043365346563591,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_b34fa0dbc9c2540161,median_pearson,0.10295967948914819,0.09097812660625251,-0.01198155288289568,0.01198155288289568,-0.1163713110058634,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_b34fa0dbc9c2540161,mean_mse,1.7643379401988408,1.9618406302394442,0.1975026900406034,0.1975026900406034,0.11194153089421455,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_b34fa0dbc9c2540161,mean_mae,1.1107356155935488,1.168784179065913,0.0580485634723642,0.0580485634723642,0.052261368643828465,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_b34fa0dbc9c2540161,median_pearson,0.3756910437929243,0.3750354138558543,-0.0006556299370699681,0.0006556299370699681,-0.0017451306010673553,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_b34fa0dbc9c2540161,mean_mse,0.11376810476643051,0.11316202437619576,-0.0006060803902347561,0.0006060803902347561,-0.005327331341935054,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_b34fa0dbc9c2540161,mean_mae,0.24729406117191757,0.24767370552371973,0.0003796443518021553,0.0003796443518021553,0.0015351939711088672,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_b34fa0dbc9c2540161,median_pearson,0.10295967948914819,0.10430270317972953,0.0013430236905813409,0.0013430236905813409,0.013044171244947335,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_b34fa0dbc9c2540161,mean_mse,1.7643379401988408,1.6131995283128213,-0.1511384118860195,0.1511384118860195,-0.08566296084353671,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_b34fa0dbc9c2540161,mean_mae,1.1107356155935488,1.0477823653774747,-0.06295325021607412,0.06295325021607412,-0.056677078984663246,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_b34fa0dbc9c2540161,median_pearson,0.3756910437929243,0.374029334669393,-0.0016617091235313075,0.0016617091235313075,-0.004423073562667143,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_b34fa0dbc9c2540161,mean_mse,0.11376810476643051,0.11541763315365708,0.0016495283872265676,0.0016495283872265676,0.014499040751475126,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_b34fa0dbc9c2540161,mean_mae,0.24729406117191757,0.24862000626090047,0.0013259450889828994,0.0013259450889828994,0.005361815333127265,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_c3681bc3307ed21345,median_pearson,0.08912145103036587,0.08912145103036587,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_c3681bc3307ed21345,mean_mse,1.784619300046732,1.784619300046732,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_c3681bc3307ed21345,mean_mae,1.1178600271921812,1.1178600271921812,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_c3681bc3307ed21345,median_pearson,0.3916268145187254,0.3916268145187254,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_c3681bc3307ed21345,mean_mse,0.11707823740465091,0.11707823740465091,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_c3681bc3307ed21345,mean_mae,0.24900636617221714,0.24900636617221714,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_c3681bc3307ed21345,median_pearson,0.08912145103036587,0.0934795656773319,0.004358114646966033,0.004358114646966033,0.04890084930822228,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_c3681bc3307ed21345,mean_mse,1.784619300046732,1.8972861415867026,0.11266684153997053,0.11266684153997053,0.06313214338599848,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_c3681bc3307ed21345,mean_mae,1.1178600271921812,1.1667222033516407,0.048862176159459425,0.048862176159459425,0.04371046013890529,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_c3681bc3307ed21345,median_pearson,0.3916268145187254,0.3934011376920326,0.001774323173307224,0.001774323173307224,0.00453064781962826,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_c3681bc3307ed21345,mean_mse,0.11707823740465091,0.1167297045656238,-0.0003485328390271103,0.0003485328390271103,-0.0029769224986066017,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_c3681bc3307ed21345,mean_mae,0.24900636617221714,0.2486583211500358,-0.0003480450221813314,0.0003480450221813314,-0.0013977354375775974,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_c3681bc3307ed21345,median_pearson,0.08912145103036587,0.09120564900849779,0.0020841979781319186,0.0020841979781319186,0.023386041789442827,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_c3681bc3307ed21345,mean_mse,1.784619300046732,1.985878441887664,0.20125914184093197,0.20125914184093197,0.11277427170918851,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_c3681bc3307ed21345,mean_mae,1.1178600271921812,1.1772745102255682,0.05941448303338692,0.05941448303338692,0.05315019911985139,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_c3681bc3307ed21345,median_pearson,0.3916268145187254,0.39083599099216254,-0.0007908235265628449,0.0007908235265628449,-0.0020193293647032236,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_c3681bc3307ed21345,mean_mse,0.11707823740465091,0.11645935501413103,-0.0006188823905198815,0.0006188823905198815,-0.005286058316550096,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_c3681bc3307ed21345,mean_mae,0.24900636617221714,0.2495239891580391,0.000517622985821975,0.000517622985821975,0.002078754024561677,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_c3681bc3307ed21345,median_pearson,0.08912145103036587,0.08772894668866962,-0.0013925043416962435,0.0013925043416962435,-0.015624794318281275,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_c3681bc3307ed21345,mean_mse,1.784619300046732,1.6317499426860307,-0.1528693573607014,0.1528693573607014,-0.08565936575755868,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_c3681bc3307ed21345,mean_mae,1.1178600271921812,1.0538571313309264,-0.06400289586125485,0.06400289586125485,-0.05725483898195739,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_c3681bc3307ed21345,median_pearson,0.3916268145187254,0.3868401290290585,-0.004786685489666875,0.004786685489666875,-0.01222256830280962,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_c3681bc3307ed21345,mean_mse,0.11707823740465091,0.11901598096464731,0.0019377435599964021,0.0019377435599964021,0.016550843290363933,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_c3681bc3307ed21345,mean_mae,0.24900636617221714,0.2504726096959839,0.0014662435237667582,0.0014662435237667582,0.005888377660001988,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_e18913dacf5f598dbf,median_pearson,0.10775809565215505,0.10775809565215505,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_e18913dacf5f598dbf,mean_mse,1.7713245091200054,1.7713245091200054,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_e18913dacf5f598dbf,mean_mae,1.1115464862080047,1.1115464862080047,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_e18913dacf5f598dbf,median_pearson,0.37705732980419016,0.37705732980419027,1.1102230246251565e-16,1.1102230246251565e-16,2.94444090293035e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_e18913dacf5f598dbf,mean_mse,0.11880487464628933,0.11880487464628935,1.3877787807814457e-17,1.3877787807814457e-17,1.1681160263105336e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_e18913dacf5f598dbf,mean_mae,0.2527714942287618,0.2527714942287618,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_e18913dacf5f598dbf,median_pearson,0.10775809565215505,0.1057460998832411,-0.002011995768913949,0.002011995768913949,-0.018671411709136967,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_e18913dacf5f598dbf,mean_mse,1.7713245091200054,1.8870712161608487,0.11574670704084333,0.11574670704084333,0.06534472167290585,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_e18913dacf5f598dbf,mean_mae,1.1115464862080047,1.161835159809646,0.05028867360164124,0.05028867360164124,0.045242078694521355,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_e18913dacf5f598dbf,median_pearson,0.37705732980419016,0.37564957168574553,-0.0014077581184446242,0.0014077581184446242,-0.003733538661549658,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_e18913dacf5f598dbf,mean_mse,0.11880487464628933,0.11846338140643754,-0.0003414932398517895,0.0003414932398517895,-0.0028744042773370783,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_e18913dacf5f598dbf,mean_mae,0.2527714942287618,0.2524767458441566,-0.00029474838460519237,0.00029474838460519237,-0.00116606655154889,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_e18913dacf5f598dbf,median_pearson,0.10775809565215505,0.09426884407860167,-0.013489251573553379,0.013489251573553379,-0.12518086452731042,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_e18913dacf5f598dbf,mean_mse,1.7713245091200054,1.9719564813316868,0.2006319722116814,0.2006319722116814,0.11326663814489611,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_e18913dacf5f598dbf,mean_mae,1.1115464862080047,1.170852677067879,0.05930619085987443,0.05930619085987443,0.05335466541052644,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_e18913dacf5f598dbf,median_pearson,0.37705732980419016,0.3770426285031082,-1.4701301081943008e-05,1.4701301081943008e-05,-3.898956450356647e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_e18913dacf5f598dbf,mean_mse,0.11880487464628933,0.11818562748301059,-0.0006192471632787411,0.0006192471632787411,-0.005212304336184762,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_e18913dacf5f598dbf,mean_mae,0.2527714942287618,0.2530632302422742,0.0002917360135124003,0.0002917360135124003,0.0011541491828519837,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_e18913dacf5f598dbf,median_pearson,0.10775809565215505,0.09012004370790425,-0.017638051944250804,0.017638051944250804,-0.16368191955792105,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_e18913dacf5f598dbf,mean_mse,1.7713245091200054,1.6182776083312203,-0.15304690078878513,0.15304690078878513,-0.08640251969686734,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_e18913dacf5f598dbf,mean_mae,1.1115464862080047,1.0478739947676685,-0.06367249144033615,0.06367249144033615,-0.05728279674343828,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_e18913dacf5f598dbf,median_pearson,0.37705732980419016,0.3723410301189174,-0.004716299685272762,0.004716299685272762,-0.01250817664179075,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_e18913dacf5f598dbf,mean_mse,0.11880487464628933,0.12074994739965839,0.0019450727533690537,0.0019450727533690537,0.016371994492313576,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_e18913dacf5f598dbf,mean_mae,0.2527714942287618,0.2543749510337644,0.0016034568050026232,0.0016034568050026232,0.006343503288988244,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_fb8dec86110507aefa,median_pearson,0.09488347391604879,0.09488347391604879,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_fb8dec86110507aefa,mean_mse,1.7715879625970175,1.7715879625970175,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_fb8dec86110507aefa,mean_mae,1.1140893968502208,1.1140893968502208,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_fb8dec86110507aefa,median_pearson,0.390163402861749,0.390163402861749,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_fb8dec86110507aefa,mean_mse,0.11756299753595513,0.11756299753595513,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M3,C10mask_fb8dec86110507aefa,mean_mae,0.2492195135415361,0.2492195135415361,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P15,M0,C10mask_fb8dec86110507aefa,median_pearson,0.09488347391604879,0.09992356046228879,0.005040086546239997,0.005040086546239997,0.05311869747411837,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_fb8dec86110507aefa,mean_mse,1.7715879625970175,1.8861928344111485,0.11460487181413104,0.11460487181413104,0.06469047782765962,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_fb8dec86110507aefa,mean_mae,1.1140893968502208,1.1634631833333198,0.04937378648309898,0.04937378648309898,0.044317616362465784,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_fb8dec86110507aefa,median_pearson,0.390163402861749,0.39308847248827405,0.0029250696265250564,0.0029250696265250564,0.007497037408097267,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_fb8dec86110507aefa,mean_mse,0.11756299753595513,0.1174097727090254,-0.0001532248269297265,0.0001532248269297265,-0.001303342294269629,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M3,C10mask_fb8dec86110507aefa,mean_mae,0.2492195135415361,0.24913613701752177,-8.337652401432805e-05,8.337652401432805e-05,-0.00033455054473666693,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P15,M0,C10mask_fb8dec86110507aefa,median_pearson,0.09488347391604879,0.09692330431089693,0.0020398303948481467,0.0020398303948481467,0.021498268461934186,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_fb8dec86110507aefa,mean_mse,1.7715879625970175,1.9711280917539902,0.19954012915697272,0.19954012915697272,0.11263348666270095,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_fb8dec86110507aefa,mean_mae,1.1140893968502208,1.173017584016688,0.058928187166467305,0.058928187166467305,0.052893589448988955,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_fb8dec86110507aefa,median_pearson,0.390163402861749,0.3880275449924486,-0.0021358578693003727,0.0021358578693003727,-0.005474265022383956,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_fb8dec86110507aefa,mean_mse,0.11756299753595513,0.11691027670726493,-0.0006527208286901953,0.0006527208286901953,-0.005552094131408729,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M3,C10mask_fb8dec86110507aefa,mean_mae,0.2492195135415361,0.24957720512150142,0.0003576915799653191,0.0003576915799653191,0.001435247083514207,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P15,M0,C10mask_fb8dec86110507aefa,median_pearson,0.09488347391604879,0.08651059167115563,-0.00837288224489316,0.00837288224489316,-0.08824384162305585,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_fb8dec86110507aefa,mean_mse,1.7715879625970175,1.6181324664620385,-0.153455496134979,0.153455496134979,-0.0866203086580158,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M0,C10mask_fb8dec86110507aefa,mean_mae,1.1140893968502208,1.0498527072285317,-0.06423668962168905,0.06423668962168905,-0.0576584696015423,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_fb8dec86110507aefa,median_pearson,0.390163402861749,0.38660442070105305,-0.003558982160695945,0.003558982160695945,-0.009121773427727253,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_fb8dec86110507aefa,mean_mse,0.11756299753595513,0.11933729367933031,0.0017742961433751814,0.0017742961433751814,0.015092300983840904,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P15,M3,C10mask_fb8dec86110507aefa,mean_mae,0.2492195135415361,0.2506274018998068,0.0014078883582707147,0.0014078883582707147,0.005649189897949421,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_153368f4d3b7c0733e,median_pearson,0.08246355011307585,0.08246355011307585,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_153368f4d3b7c0733e,mean_mse,1.7680604002408769,1.7680604002408769,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_153368f4d3b7c0733e,mean_mae,1.1357801153931133,1.1357801153931133,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_153368f4d3b7c0733e,median_pearson,0.43422354951232994,0.43422354951232983,-1.1102230246251565e-16,1.1102230246251565e-16,-2.5568005831835507e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_153368f4d3b7c0733e,mean_mse,0.09435176520715682,0.09435176520715682,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_153368f4d3b7c0733e,mean_mae,0.2071745554714963,0.2071745554714963,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_153368f4d3b7c0733e,median_pearson,0.08246355011307585,0.07838303210997297,-0.004080518003102884,0.004080518003102884,-0.04948268656282184,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_153368f4d3b7c0733e,mean_mse,1.7680604002408769,1.849941526749527,0.08188112650865009,0.08188112650865009,0.046311272226613284,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_153368f4d3b7c0733e,mean_mae,1.1357801153931133,1.1759068683891667,0.040126752996053394,0.040126752996053394,0.035329684374835905,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_153368f4d3b7c0733e,median_pearson,0.43422354951232994,0.43462819543925013,0.0004046459269201885,0.0004046459269201885,0.0009318838818729209,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_153368f4d3b7c0733e,mean_mse,0.09435176520715682,0.09466373738197151,0.0003119721748146842,0.0003119721748146842,0.003306479472108703,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_153368f4d3b7c0733e,mean_mae,0.2071745554714963,0.2080757798268533,0.0009012243553569999,0.0009012243553569999,0.004350072591230891,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_153368f4d3b7c0733e,median_pearson,0.08246355011307585,0.09530323016106657,0.012839680047990715,0.012839680047990715,0.15570127687183805,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_153368f4d3b7c0733e,mean_mse,1.7680604002408769,1.9343973340861722,0.16633693384529535,0.16633693384529535,0.09407876214106371,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_153368f4d3b7c0733e,mean_mae,1.1357801153931133,1.185978865590772,0.050198750197658626,0.050198750197658626,0.04419759557093845,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_153368f4d3b7c0733e,median_pearson,0.43422354951232994,0.42594810665133176,-0.008275442860998183,0.008275442860998183,-0.019058024076059926,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_153368f4d3b7c0733e,mean_mse,0.09435176520715682,0.09419639109991118,-0.0001553741072456427,0.0001553741072456427,-0.0016467535811810884,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_153368f4d3b7c0733e,mean_mae,0.2071745554714963,0.20794294730660048,0.0007683918351041874,0.0007683918351041874,0.003708910263403003,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_153368f4d3b7c0733e,median_pearson,0.08246355011307585,0.07759939406554354,-0.004864156047532306,0.004864156047532306,-0.05898552804072184,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_153368f4d3b7c0733e,mean_mse,1.7680604002408769,1.6914792813318127,-0.07658111890906416,0.07658111890906416,-0.043313632780096714,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_153368f4d3b7c0733e,mean_mae,1.1357801153931133,1.090788723556408,-0.04499139183670531,0.04499139183670531,-0.039612765910356694,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_153368f4d3b7c0733e,median_pearson,0.43422354951232994,0.4290650407380436,-0.005158508774286363,0.005158508774286363,-0.011879845715599278,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_153368f4d3b7c0733e,mean_mse,0.09435176520715682,0.0952600555295437,0.0009082903223868732,0.0009082903223868732,0.009626638361165257,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_153368f4d3b7c0733e,mean_mae,0.2071745554714963,0.20815696598261352,0.000982410511117221,0.000982410511117221,0.004741945790019489,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_2d697abb91e9ee3864,median_pearson,0.10661381902881416,0.10661381902881416,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_2d697abb91e9ee3864,mean_mse,1.7657636843206042,1.7657636843206042,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_2d697abb91e9ee3864,mean_mae,1.1342600866716337,1.1342600866716337,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_2d697abb91e9ee3864,median_pearson,0.4463870984603054,0.4463870984603055,1.1102230246251565e-16,1.1102230246251565e-16,2.4871306282250945e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_2d697abb91e9ee3864,mean_mse,0.09968125512886429,0.09968125512886425,-4.163336342344337e-17,4.163336342344337e-17,-4.1766491974465284e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_2d697abb91e9ee3864,mean_mae,0.2120210098750473,0.2120210098750473,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_2d697abb91e9ee3864,median_pearson,0.10661381902881416,0.07027686670374646,-0.0363369523250677,0.0363369523250677,-0.340827790018919,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_2d697abb91e9ee3864,mean_mse,1.7657636843206042,1.8469630821542153,0.08119939783361119,0.08119939783361119,0.04598542746950507,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_2d697abb91e9ee3864,mean_mae,1.1342600866716337,1.174580488935533,0.04032040226389921,0.04032040226389921,0.03554775728926085,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_2d697abb91e9ee3864,median_pearson,0.4463870984603054,0.4448086005627915,-0.0015784978975139086,0.0015784978975139086,-0.003536163798099275,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_2d697abb91e9ee3864,mean_mse,0.09968125512886429,0.1000336618097502,0.00035240668088590277,0.00035240668088590277,0.003535335509472912,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_2d697abb91e9ee3864,mean_mae,0.2120210098750473,0.21291944386118153,0.0008984339861342339,0.0008984339861342339,0.004237476213624857,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_2d697abb91e9ee3864,median_pearson,0.10661381902881416,0.10189308936635093,-0.00472072966246323,0.00472072966246323,-0.04427877835599693,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_2d697abb91e9ee3864,mean_mse,1.7657636843206042,1.9332660562013129,0.1675023718807087,0.1675023718807087,0.09486114895672293,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_2d697abb91e9ee3864,mean_mae,1.1342600866716337,1.1845361849146667,0.05027609824303303,0.05027609824303303,0.04432501754563446,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_2d697abb91e9ee3864,median_pearson,0.4463870984603054,0.4496558069926847,0.0032687085323793164,0.0032687085323793164,0.007322587376861618,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_2d697abb91e9ee3864,mean_mse,0.09968125512886429,0.09912093350748091,-0.0005603216213833778,0.0005603216213833778,-0.005621133287888626,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_2d697abb91e9ee3864,mean_mae,0.2120210098750473,0.21241057455316315,0.00038956467811585016,0.00038956467811585016,0.0018373871454788215,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_2d697abb91e9ee3864,median_pearson,0.10661381902881416,0.09900301906553748,-0.007610799963276682,0.007610799963276682,-0.07138661791319695,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_2d697abb91e9ee3864,mean_mse,1.7657636843206042,1.6894266572434917,-0.07633702707711243,0.07633702707711243,-0.043231734662435246,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_2d697abb91e9ee3864,mean_mae,1.1342600866716337,1.0889763994591926,-0.04528368721244114,0.04528368721244114,-0.03992354817431805,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_2d697abb91e9ee3864,median_pearson,0.4463870984603054,0.4431346872571438,-0.0032524112031616093,0.0032524112031616093,-0.0072860779677099636,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_2d697abb91e9ee3864,mean_mse,0.09968125512886429,0.10095872997234791,0.001277474843483617,0.001277474843483617,0.012815597494555462,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_2d697abb91e9ee3864,mean_mae,0.2120210098750473,0.21335673314559184,0.001335723270544542,0.001335723270544542,0.00629995711902202,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_3484907b0236310aed,median_pearson,0.10880259128492346,0.10880259128492346,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_3484907b0236310aed,mean_mse,1.782373361141621,1.782373361141621,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_3484907b0236310aed,mean_mae,1.1399160659569272,1.1399160659569272,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_3484907b0236310aed,median_pearson,0.4421507357307672,0.44215073573076724,5.551115123125783e-17,5.551115123125783e-17,1.25548024113341e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_3484907b0236310aed,mean_mse,0.09408802887951317,0.09408802887951317,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_3484907b0236310aed,mean_mae,0.20740053398358088,0.20740053398358085,-2.7755575615628914e-17,2.7755575615628914e-17,-1.3382596024476107e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_3484907b0236310aed,median_pearson,0.10880259128492346,0.0841037060691727,-0.024698885215750768,0.024698885215750768,-0.22700640604295275,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_3484907b0236310aed,mean_mse,1.782373361141621,1.8635999768040292,0.08122661566240819,0.08122661566240819,0.04557216654673409,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_3484907b0236310aed,mean_mae,1.1399160659569272,1.1802065754389077,0.04029050948198054,0.04029050948198054,0.0353451545120191,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_3484907b0236310aed,median_pearson,0.4421507357307672,0.4452306632856424,0.003079927554875239,0.003079927554875239,0.0069657863393235596,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_3484907b0236310aed,mean_mse,0.09408802887951317,0.09441790541442609,0.00032987653491291236,0.00032987653491291236,0.0035060415107148663,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_3484907b0236310aed,mean_mae,0.20740053398358088,0.20831525754968516,0.0009147235661042807,0.0009147235661042807,0.004410420496683465,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_3484907b0236310aed,median_pearson,0.10880259128492346,0.1158708943237845,0.007068303038861037,0.007068303038861037,0.06496447332169815,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_3484907b0236310aed,mean_mse,1.782373361141621,1.951067048297781,0.16869368715615995,0.16869368715615995,0.09464553882701132,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_3484907b0236310aed,mean_mae,1.1399160659569272,1.1908630400419333,0.05094697408500615,0.05094697408500615,0.04469361877292045,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_3484907b0236310aed,median_pearson,0.4421507357307672,0.44501500697879515,0.002864271248027961,0.002864271248027961,0.0064780424786448,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_3484907b0236310aed,mean_mse,0.09408802887951317,0.09378423692923749,-0.00030379195027568917,0.00030379195027568917,-0.0032288055546866403,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_3484907b0236310aed,mean_mae,0.20740053398358088,0.20804785514712112,0.0006473211635402432,0.0006473211635402432,0.003121116185706104,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_3484907b0236310aed,median_pearson,0.10880259128492346,0.09315482966385591,-0.015647761621067555,0.015647761621067555,-0.14381791312387457,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_3484907b0236310aed,mean_mse,1.782373361141621,1.7048443200997268,-0.07752904104189429,0.07752904104189429,-0.043497643497228025,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_3484907b0236310aed,mean_mae,1.1399160659569272,1.0940527025895952,-0.04586336336733199,0.04586336336733199,-0.04023398277910137,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_3484907b0236310aed,median_pearson,0.4421507357307672,0.4374499218665072,-0.004700813864259967,0.004700813864259967,-0.010631699744863412,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_3484907b0236310aed,mean_mse,0.09408802887951317,0.09513116367707786,0.001043134797564682,0.001043134797564682,0.011086796162990032,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_3484907b0236310aed,mean_mae,0.20740053398358088,0.208490811135457,0.0010902771518761234,0.0010902771518761234,0.005256867621963001,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_5189f73ebc50f38597,median_pearson,0.0845296775701584,0.0845296775701584,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_5189f73ebc50f38597,mean_mse,1.7850858790165105,1.7850858790165105,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_5189f73ebc50f38597,mean_mae,1.1405773675130857,1.1405773675130857,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_5189f73ebc50f38597,median_pearson,0.4233504302111646,0.4233504302111646,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_5189f73ebc50f38597,mean_mse,0.09329379105918928,0.09329379105918927,-1.3877787807814457e-17,1.3877787807814457e-17,-1.4875360568218134e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_5bd67c97184042ea02,median_pearson,0.08896795189046926,0.08896795189046926,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_5bd67c97184042ea02,mean_mse,1.7709057538329538,1.7709057538329538,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_5bd67c97184042ea02,mean_mae,1.1377308518208422,1.1377308518208422,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_5bd67c97184042ea02,median_pearson,0.41676688400192413,0.41676688400192413,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_5bd67c97184042ea02,mean_mse,0.0924717698527256,0.0924717698527256,0.0,0.0,0.0,per-mask panel 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numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_5bd67c97184042ea02,mean_mse,0.0924717698527256,0.09235087193354499,-0.00012089791918060144,0.00012089791918060144,-0.0013074035391898362,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_5bd67c97184042ea02,mean_mae,0.20512936200835277,0.20594150288809776,0.000812140879744988,0.000812140879744988,0.003959164459897838,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_5bd67c97184042ea02,median_pearson,0.08896795189046926,0.08016297684062844,-0.008804975049840819,0.008804975049840819,-0.09896794140749526,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_5bd67c97184042ea02,mean_mse,1.7709057538329538,1.6933200321338444,-0.07758572169910938,0.07758572169910938,-0.04381132170991178,per-mask panel 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numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_be14a74e3313d965b1,median_pearson,0.42664057195425337,0.41784290864495494,-0.008797663309298431,0.008797663309298431,-0.020620784537673464,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_be14a74e3313d965b1,mean_mse,0.09403830110462107,0.0938060037005606,-0.00023229740406047195,0.00023229740406047195,-0.0024702424579324603,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_be14a74e3313d965b1,mean_mae,0.2070320934143873,0.20768132248340565,0.0006492290690183478,0.0006492290690183478,0.0031358861242777292,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_be14a74e3313d965b1,median_pearson,0.09346101874429054,0.08304913400668106,-0.010411884737609484,0.010411884737609484,-0.11140350145440221,per-mask panel 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+tier_b_primary_mask,BASS_P17,M0,C10mask_c3a3364499130c1290,mean_mae,1.139791162327075,1.139791162327075,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_c3a3364499130c1290,median_pearson,0.404546838795462,0.40454683879546194,-5.551115123125783e-17,5.551115123125783e-17,-1.3721810655236426e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_c3a3364499130c1290,mean_mse,0.0997589796827911,0.0997589796827911,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_c3a3364499130c1290,mean_mae,0.21040659469793352,0.21040659469793355,2.7755575615628914e-17,2.7755575615628914e-17,1.3191400039279049e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_c3a3364499130c1290,median_pearson,0.08693517670016633,0.06630552045003299,-0.02062965625013334,0.02062965625013334,-0.23729929624786592,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_c3a3364499130c1290,mean_mse,1.7785382458170635,1.859705339447516,0.08116709363045249,0.08116709363045249,0.045636968348220244,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_c3a3364499130c1290,mean_mae,1.139791162327075,1.1791196170544078,0.03932845472733293,0.03932845472733293,0.03450496549476423,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_c3a3364499130c1290,median_pearson,0.404546838795462,0.399709436502869,-0.004837402292592996,0.004837402292592996,-0.011957582728853744,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_c3a3364499130c1290,mean_mse,0.0997589796827911,0.09997903083357784,0.0002200511507867431,0.0002200511507867431,0.002205828001513762,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_c3a3364499130c1290,mean_mae,0.21040659469793352,0.21126800537322626,0.0008614106752927453,0.0008614106752927453,0.004094028880270669,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_c3a3364499130c1290,median_pearson,0.08693517670016633,0.11457092440060775,0.027635747700441415,0.027635747700441415,0.3178891301475728,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_c3a3364499130c1290,mean_mse,1.7785382458170635,1.9485222270575835,0.16998398124051994,0.16998398124051994,0.09557510592774968,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_c3a3364499130c1290,mean_mae,1.139791162327075,1.1913937241195318,0.051602561792456925,0.051602561792456925,0.04527369881259795,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_c3a3364499130c1290,median_pearson,0.404546838795462,0.41555322417299634,0.011006385377534345,0.011006385377534345,0.02720670222094888,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_c3a3364499130c1290,mean_mse,0.0997589796827911,0.09953669585142651,-0.00022228383136459196,0.00022228383136459196,-0.002228208749441901,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_c3a3364499130c1290,mean_mae,0.21040659469793352,0.21116671831942682,0.0007601236214933027,0.0007601236214933027,0.003612641621735101,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_c3a3364499130c1290,median_pearson,0.08693517670016633,0.08141367476916304,-0.0055215019310032865,0.0055215019310032865,-0.06351286257859211,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_c3a3364499130c1290,mean_mse,1.7785382458170635,1.6989491793566542,-0.07958906646040931,0.07958906646040931,-0.044749707602630695,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_c3a3364499130c1290,mean_mae,1.139791162327075,1.0936657992453152,-0.04612536308175974,0.04612536308175974,-0.04046825822687296,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_c3a3364499130c1290,median_pearson,0.404546838795462,0.3915758557242104,-0.012970983071251607,0.012970983071251607,-0.03206299450978953,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_c3a3364499130c1290,mean_mse,0.0997589796827911,0.10082679051696747,0.0010678108341763692,0.0010678108341763692,0.010703906932205439,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_c3a3364499130c1290,mean_mae,0.21040659469793352,0.2115493607002991,0.0011427660023655695,0.0011427660023655695,0.005431227115320036,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_dfe5840856534ad156,median_pearson,0.09002616305303657,0.09002616305303657,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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+tier_b_primary_mask,BASS_P17,M3,C10mask_dfe5840856534ad156,mean_mae,0.20713514692171903,0.20713514692171897,-5.551115123125783e-17,5.551115123125783e-17,-2.6799484325196017e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_dfe5840856534ad156,median_pearson,0.09002616305303657,0.07140873022644162,-0.01861743282659495,0.01861743282659495,-0.20680024778604608,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_dfe5840856534ad156,mean_mse,1.7676489189637201,1.8492876776523715,0.08163875868865134,0.08163875868865134,0.04618493967484893,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_dfe5840856534ad156,mean_mae,1.1359283235412392,1.1761162910976217,0.04018796755638254,0.04018796755638254,0.0353789642563865,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_dfe5840856534ad156,median_pearson,0.4084611039080719,0.4002704323597087,-0.008190671548363171,0.008190671548363171,-0.02005251288310321,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_dfe5840856534ad156,mean_mse,0.09684897433676691,0.09716098323898507,0.0003120089022181638,0.0003120089022181638,0.003221602545146577,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M3,C10mask_dfe5840856534ad156,mean_mae,0.20713514692171903,0.20809107397218451,0.0009559270504654882,0.0009559270504654882,0.004614992021739093,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P17,M0,C10mask_dfe5840856534ad156,median_pearson,0.09002616305303657,0.10456382879298809,0.014537665739951522,0.014537665739951522,0.1614826762236555,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_dfe5840856534ad156,mean_mse,1.7676489189637201,1.9350802580443107,0.1674313390805906,0.1674313390805906,0.09471979264906677,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_dfe5840856534ad156,mean_mae,1.1359283235412392,1.1863348344841351,0.050406510942895943,0.050406510942895943,0.04437472849145483,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_dfe5840856534ad156,median_pearson,0.4084611039080719,0.4188465739885862,0.010385470080514325,0.010385470080514325,0.025425848339409265,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_dfe5840856534ad156,mean_mse,0.09684897433676691,0.09654636349611753,-0.00030261084064937827,0.00030261084064937827,-0.0031245642271556582,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M3,C10mask_dfe5840856534ad156,mean_mae,0.20713514692171903,0.2077443274084598,0.0006091804867407735,0.0006091804867407735,0.0029409807837730037,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P17,M0,C10mask_dfe5840856534ad156,median_pearson,0.09002616305303657,0.07932433696942176,-0.010701826083614807,0.010701826083614807,-0.11887462178422627,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_dfe5840856534ad156,mean_mse,1.7676489189637201,1.6902308268563937,-0.07741809210732642,0.07741809210732642,-0.04379721067728347,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_dfe5840856534ad156,mean_mae,1.1359283235412392,1.089984262515569,-0.04594406102567028,0.04594406102567028,-0.040446267668051775,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_dfe5840856534ad156,median_pearson,0.4084611039080719,0.4080387407904832,-0.0004223631175886977,0.0004223631175886977,-0.0010340350979508555,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_dfe5840856534ad156,mean_mse,0.09684897433676691,0.0979045231931435,0.0010555488563765841,0.0010555488563765841,0.010898916210575342,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M3,C10mask_dfe5840856534ad156,mean_mae,0.20713514692171903,0.2082812458972628,0.001146098975543769,0.001146098975543769,0.005533097557687326,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P17,M0,C10mask_e5344adf0be4287d3c,median_pearson,0.11288154634862796,0.11288154634862796,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_e5344adf0be4287d3c,mean_mse,1.7711343634584622,1.7711343634584622,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M0,C10mask_e5344adf0be4287d3c,mean_mae,1.1361108242173443,1.1361108242173443,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P17,M3,C10mask_e5344adf0be4287d3c,median_pearson,0.41919456734955807,0.41919456734955796,-1.1102230246251565e-16,1.1102230246251565e-16,-2.6484671107375384e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P18,M3,C10mask_6e44bcda421e7e970a,mean_mae,0.20251666609728083,0.202426161504186,-9.050459309484227e-05,9.050459309484227e-05,-0.0004468994816029981,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P18,M0,C10mask_6e44bcda421e7e970a,median_pearson,0.08274364656366383,0.07935894321847203,-0.0033847033451917946,0.0033847033451917946,-0.04090590015980947,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P18,M0,C10mask_6e44bcda421e7e970a,mean_mse,2.3872238875941028,2.7007481145340813,0.3135242269399785,0.3135242269399785,0.13133423662912286,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P18,M0,C10mask_6e44bcda421e7e970a,mean_mae,1.3843848212556162,1.4797296493930705,0.09534482813745426,0.09534482813745426,0.06887162201834743,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_6e44bcda421e7e970a,mean_mse,0.08672413350867046,0.08732582622329549,0.0006016927146250267,0.0006016927146250267,0.0069380077987734635,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_6e44bcda421e7e970a,mean_mae,0.20251666609728083,0.2031721199909471,0.0006554538936662524,0.0006554538936662524,0.0032365429784005965,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M0,C10mask_93488f52a5f0bc8a27,median_pearson,0.07975584228410844,0.07975584228410844,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P18,M0,C10mask_93488f52a5f0bc8a27,mean_mse,2.3974921984359376,2.3974921984359376,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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export,seed1, +tier_b_primary_mask,BASS_P18,M3,C10mask_93488f52a5f0bc8a27,mean_mae,0.20175932245132977,0.2038838836047217,0.002124561153391935,0.002124561153391935,0.01053017589263783,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P18,M0,C10mask_93488f52a5f0bc8a27,median_pearson,0.07975584228410844,0.08491019533997742,0.0051543530558689765,0.0051543530558689765,0.06462665189476652,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M0,C10mask_93488f52a5f0bc8a27,mean_mse,2.3974921984359376,2.2462392477730795,-0.15125295066285815,0.15125295066285815,-0.06308798450377928,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M0,C10mask_93488f52a5f0bc8a27,mean_mae,1.3893181304919968,1.3169473164811718,-0.07237081401082501,0.07237081401082501,-0.052090887193127225,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_93488f52a5f0bc8a27,median_pearson,0.48854425531203394,0.48586947397942704,-0.0026747813326069014,0.0026747813326069014,-0.005475003141524026,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_93488f52a5f0bc8a27,mean_mse,0.08496730912184239,0.08524293010880299,0.0002756209869606008,0.0002756209869606008,0.003243847425665354,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_93488f52a5f0bc8a27,mean_mae,0.20175932245132977,0.20176693555825945,7.613106929676983e-06,7.613106929676983e-06,3.7733606740840864e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M0,C10mask_96b1dc694d1265ab50,median_pearson,0.08945553539996087,0.08945553539996087,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P18,M0,C10mask_96b1dc694d1265ab50,mean_mse,2.3951587597944406,2.3951587597944406,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P18,M0,C10mask_96b1dc694d1265ab50,mean_mae,1.3881756009290556,1.3881756009290556,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P18,M3,C10mask_96b1dc694d1265ab50,median_pearson,0.5244965692832655,0.5244965692832655,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P18,M3,C10mask_96b1dc694d1265ab50,mean_mse,0.08293167639062674,0.08293167639062674,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P18,M3,C10mask_96b1dc694d1265ab50,mean_mae,0.1996742262567566,0.1996742262567566,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P18,M0,C10mask_96b1dc694d1265ab50,median_pearson,0.08945553539996087,0.08584322587358639,-0.0036123095263744798,0.0036123095263744798,-0.040381062057519804,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P18,M0,C10mask_96b1dc694d1265ab50,mean_mse,2.3951587597944406,2.403610795547483,0.00845203575304243,0.00845203575304243,0.003528799800213581,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P18,M0,C10mask_96b1dc694d1265ab50,mean_mae,1.3881756009290556,1.39228016717978,0.004104566250724417,0.004104566250724417,0.0029568062196003012,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P18,M0,C10mask_96b1dc694d1265ab50,mean_mse,2.3951587597944406,2.703580038169576,0.30842127837513544,0.30842127837513544,0.12876861590653182,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P18,M0,C10mask_96b1dc694d1265ab50,mean_mae,1.3881756009290556,1.481831109471911,0.09365550854285543,0.09365550854285543,0.06746661480015582,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P18,M3,C10mask_96b1dc694d1265ab50,median_pearson,0.5244965692832655,0.5247456459359339,0.00024907665266837853,0.00024907665266837853,0.0004748870960371514,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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export,seed2, +tier_b_primary_mask,BASS_P18,M0,C10mask_96b1dc694d1265ab50,mean_mae,1.3881756009290556,1.316808820192839,-0.0713667807362166,0.0713667807362166,-0.051410484875583036,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_96b1dc694d1265ab50,median_pearson,0.5244965692832655,0.523876367122977,-0.0006202021602884633,0.0006202021602884633,-0.001182471338441701,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_96b1dc694d1265ab50,mean_mse,0.08293167639062674,0.08328488680992345,0.00035321041929671504,0.00035321041929671504,0.004259053170865798,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_96b1dc694d1265ab50,mean_mae,0.1996742262567566,0.19989658565891286,0.00022235940215625805,0.00022235940215625805,0.001113610936798278,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M0,C10mask_aaddaa8438686d6475,median_pearson,0.08464821786449576,0.08464821786449576,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P18,M0,C10mask_aaddaa8438686d6475,mean_mse,2.3807105416023133,2.3807105416023133,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P18,M0,C10mask_aaddaa8438686d6475,mean_mae,1.3816251214551343,1.3816251214551343,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P18,M3,C10mask_aaddaa8438686d6475,median_pearson,0.49712483407663666,0.49712483407663666,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P18,M0,C10mask_aaddaa8438686d6475,median_pearson,0.08464821786449576,0.07805420271185061,-0.006594015152645155,0.006594015152645155,-0.07789904287413121,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P18,M0,C10mask_aaddaa8438686d6475,mean_mse,2.3807105416023133,2.690586589109893,0.3098760475075797,0.3098760475075797,0.13016116075120193,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P18,M0,C10mask_aaddaa8438686d6475,mean_mae,1.3816251214551343,1.476808178679158,0.09518305722402376,0.09518305722402376,0.06889210086436218,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M0,C10mask_aaddaa8438686d6475,mean_mse,2.3807105416023133,2.2311419009651714,-0.14956864063714193,0.14956864063714193,-0.0628252103829793,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M0,C10mask_aaddaa8438686d6475,mean_mae,1.3816251214551343,1.3098241180747534,-0.07180100338038087,0.07180100338038087,-0.05196851321345381,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_aaddaa8438686d6475,median_pearson,0.49712483407663666,0.49721765263380285,9.281855716619658e-05,9.281855716619658e-05,0.00018671076318003396,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed0, +tier_b_primary_mask,BASS_P18,M3,C10mask_c9731948ecf3d30e3c,mean_mse,0.08599829878861125,0.08621161821254301,0.00021331942393176817,0.00021331942393176817,0.002480507486038992,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P18,M3,C10mask_c9731948ecf3d30e3c,mean_mae,0.20290710421171873,0.202790757133016,-0.00011634707870272765,0.00011634707870272765,-0.0005734007153407895,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P18,M0,C10mask_c9731948ecf3d30e3c,median_pearson,0.0933112717438401,0.09271654887708722,-0.0005947228667528837,0.0005947228667528837,-0.006373537254808061,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P18,M0,C10mask_c9731948ecf3d30e3c,mean_mse,2.399766969659301,2.7128454684285606,0.31307849876925964,0.31307849876925964,0.13046204182638113,per-mask panel 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export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_c9731948ecf3d30e3c,median_pearson,0.5033311974372804,0.5038089694912613,0.00047777205398091827,0.00047777205398091827,0.0009492200293037727,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_c9731948ecf3d30e3c,mean_mse,0.08599829878861125,0.08637850305214709,0.000380204263535841,0.000380204263535841,0.004421067264021175,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_c9731948ecf3d30e3c,mean_mae,0.20290710421171873,0.20298431444975712,7.721023803838878e-05,7.721023803838878e-05,0.00038052013180290395,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M0,C10mask_d4c865c0a6e9b7a83a,median_pearson,0.08885495145377753,0.08885495145377753,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,ensemble, +tier_b_primary_mask,BASS_P18,M0,C10mask_d4c865c0a6e9b7a83a,median_pearson,0.08885495145377753,0.08750259798596118,-0.0013523534678163557,0.0013523534678163557,-0.015219787369079278,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P18,M0,C10mask_d4c865c0a6e9b7a83a,mean_mse,2.3802406042840762,2.389184293325911,0.008943689041834624,0.008943689041834624,0.003757472679752343,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P18,M0,C10mask_d4c865c0a6e9b7a83a,mean_mae,1.3819935821120957,1.3864938072823285,0.004500225170232852,0.004500225170232852,0.003256328559323101,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P18,M3,C10mask_d4c865c0a6e9b7a83a,median_pearson,0.4908996179096963,0.4899639453502329,-0.000935672559463363,0.000935672559463363,-0.0019060364386665407,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P18,M3,C10mask_d4c865c0a6e9b7a83a,mean_mse,0.08772197340682925,0.08800559687795116,0.000283623471121916,0.000283623471121916,0.0032332089681401948,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P18,M3,C10mask_d4c865c0a6e9b7a83a,mean_mae,0.2043162310547312,0.20423730668751844,-7.892436721276819e-05,7.892436721276819e-05,-0.0003862853519044521,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P18,M0,C10mask_d4c865c0a6e9b7a83a,median_pearson,0.08885495145377753,0.08518361202640194,-0.003671339427375589,0.003671339427375589,-0.0413183437423341,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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export,seed1, +tier_b_primary_mask,BASS_P18,M3,C10mask_d4c865c0a6e9b7a83a,mean_mae,0.2043162310547312,0.2061388431041591,0.0018226120494278797,0.0018226120494278797,0.008920544589233576,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P18,M0,C10mask_d4c865c0a6e9b7a83a,median_pearson,0.08885495145377753,0.0875336246715573,-0.0013213267822202307,0.0013213267822202307,-0.014870603839197265,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M0,C10mask_d4c865c0a6e9b7a83a,mean_mse,2.3802406042840762,2.2299540065671435,-0.15028659771693276,0.15028659771693276,-0.06313924627890113,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M0,C10mask_d4c865c0a6e9b7a83a,mean_mae,1.3819935821120957,1.310250407787375,-0.07174317432472077,0.07174317432472077,-0.05191281294886764,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_d4c865c0a6e9b7a83a,median_pearson,0.4908996179096963,0.49152427854773445,0.000624660638038177,0.000624660638038177,0.0012724814101466397,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_d4c865c0a6e9b7a83a,mean_mse,0.08772197340682925,0.08846153915245654,0.0007395657456272936,0.0007395657456272936,0.008430792387642725,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P18,M3,C10mask_d4c865c0a6e9b7a83a,mean_mae,0.2043162310547312,0.2048369524934526,0.0005207214387213943,0.0005207214387213943,0.0025486053459057106,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_02199806d8b11e297b,median_pearson,0.08847549593089357,0.08847549593089357,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_02199806d8b11e297b,mean_mse,2.432257342090772,2.432257342090772,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_02199806d8b11e297b,mean_mae,1.380305028712916,1.380305028712916,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_02199806d8b11e297b,median_pearson,0.4905074468457893,0.4905074468457893,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_02199806d8b11e297b,mean_mse,0.07818523088512842,0.07818523088512842,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_02199806d8b11e297b,mean_mae,0.18363129669809586,0.18363129669809586,0.0,0.0,0.0,per-mask panel 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_02199806d8b11e297b,mean_mse,2.432257342090772,2.7021016983518593,0.26984435626108727,0.26984435626108727,0.11094399905444571,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_02199806d8b11e297b,mean_mae,1.380305028712916,1.4605094766471314,0.08020444793421544,0.08020444793421544,0.058106321621535464,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_02199806d8b11e297b,median_pearson,0.4905074468457893,0.49160046745777525,0.001093020611985962,0.001093020611985962,0.002228346621472593,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_02199806d8b11e297b,mean_mae,1.380305028712916,1.3160352054762154,-0.0642698232367005,0.0642698232367005,-0.046562043823479914,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_02199806d8b11e297b,median_pearson,0.4905074468457893,0.4902084298857806,-0.00029901696000866895,0.00029901696000866895,-0.0006096073809510928,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_02199806d8b11e297b,mean_mse,0.07818523088512842,0.07914715009852047,0.0009619192133920457,0.0009619192133920457,0.012303080805699992,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_02199806d8b11e297b,mean_mae,0.18363129669809586,0.18379054333655834,0.0001592466384624791,0.0001592466384624791,0.000867208593120665,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_0481118a3979743155,median_pearson,0.054556465751568244,0.054556465751568244,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_0481118a3979743155,mean_mse,2.3801836552438678,2.3801836552438678,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_0481118a3979743155,mean_mae,1.3615906911327744,1.3615906911327744,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_0481118a3979743155,median_pearson,0.48805069889478975,0.48805069889478975,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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+tier_b_primary_mask,BASS_P19,M0,C10mask_0481118a3979743155,mean_mae,1.3615906911327744,1.3786609050096579,0.017070213876883455,0.017070213876883455,0.012536964293345677,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_0481118a3979743155,median_pearson,0.48805069889478975,0.4901913872819292,0.0021406883871394333,0.0021406883871394333,0.0043862008434515255,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_0481118a3979743155,mean_mse,0.07770161726414733,0.07825255309662285,0.0005509358324755215,0.0005509358324755215,0.007090403673357406,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_0481118a3979743155,mean_mae,0.18284682914828362,0.1833204822398762,0.0004736530915925852,0.0004736530915925852,0.002590436453281155,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_0481118a3979743155,median_pearson,0.054556465751568244,0.05279428046963601,-0.001762185281932234,0.001762185281932234,-0.03230020965721335,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_0481118a3979743155,mean_mse,2.3801836552438678,2.6376774335184168,0.257493778274549,0.257493778274549,0.10818231513658841,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_0481118a3979743155,mean_mae,1.3615906911327744,1.4395475124042307,0.07795682127145631,0.07795682127145631,0.057254226089486694,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_0481118a3979743155,median_pearson,0.48805069889478975,0.48506356153699803,-0.0029871373577917137,0.0029871373577917137,-0.006120547239367151,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_0481118a3979743155,mean_mse,0.07770161726414733,0.07752740053247957,-0.00017421673166775897,0.00017421673166775897,-0.0022421249106760245,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_0481118a3979743155,mean_mae,0.18284682914828362,0.18507883321558413,0.002232004067300508,0.002232004067300508,0.012206960753420645,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_0481118a3979743155,median_pearson,0.054556465751568244,0.03935741588675125,-0.015199049864816995,0.015199049864816995,-0.2785930073628366,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_0481118a3979743155,mean_mse,2.3801836552438678,2.2445914640314886,-0.1355921912123792,0.1355921912123792,-0.0569671129846015,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_0481118a3979743155,mean_mae,1.3615906911327744,1.3006190189342448,-0.060971672198529614,0.060971672198529614,-0.04477973637422879,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_0481118a3979743155,median_pearson,0.48805069889478975,0.4882771737018753,0.00022647480708554157,0.00022647480708554157,0.0004640395098263414,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_0481118a3979743155,mean_mse,0.07770161726414733,0.07842505945885422,0.0007234421947068942,0.0007234421947068942,0.009310516565537446,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_0481118a3979743155,mean_mae,0.18284682914828362,0.18274486937830312,-0.0001019597699805086,0.0001019597699805086,-0.0005576239437973633,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_2d11808aa42ecb1b29,median_pearson,0.06829249879821944,0.06829249879821944,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_2d11808aa42ecb1b29,mean_mse,2.4162848333563276,2.4162848333563276,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_2d11808aa42ecb1b29,mean_mae,1.3739534964797442,1.3739534964797442,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_2d11808aa42ecb1b29,median_pearson,0.5130264694024094,0.5130264694024094,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_2d11808aa42ecb1b29,mean_mse,0.07800658487535146,0.07800658487535146,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_2d11808aa42ecb1b29,mean_mae,0.18188046778038502,0.18188046778038502,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_2d11808aa42ecb1b29,median_pearson,0.06829249879821944,0.06236784262106658,-0.005924656177152862,0.005924656177152862,-0.08675412792637971,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_2d11808aa42ecb1b29,mean_mse,2.4162848333563276,2.462171645880612,0.045886812524284615,0.045886812524284615,0.018990647083831497,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_2d11808aa42ecb1b29,mean_mae,1.3739534964797442,1.3890977428799034,0.015144246400159211,0.015144246400159211,0.011022386448275601,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_2d11808aa42ecb1b29,median_pearson,0.5130264694024094,0.509305363846357,-0.0037211055560523176,0.0037211055560523176,-0.007253242820758912,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_2d11808aa42ecb1b29,mean_mse,0.07800658487535146,0.07857112815775302,0.0005645432824015612,0.0005645432824015612,0.007237123421101667,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_2d11808aa42ecb1b29,mean_mae,0.18188046778038502,0.18249696096316495,0.0006164931827799258,0.0006164931827799258,0.0033895513372239733,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_2d11808aa42ecb1b29,median_pearson,0.06829249879821944,0.06911639761808949,0.0008238988198700503,0.0008238988198700503,0.012064265246822853,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_2d11808aa42ecb1b29,mean_mse,2.4162848333563276,2.689534371528326,0.2732495381719984,0.2732495381719984,0.11308664210437581,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_2d11808aa42ecb1b29,mean_mae,1.3739534964797442,1.4557131364474847,0.0817596399677405,0.0817596399677405,0.05950684661250895,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_2d11808aa42ecb1b29,median_pearson,0.5130264694024094,0.5131940122151702,0.00016754281276087912,0.00016754281276087912,0.00032657732642145864,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_2d11808aa42ecb1b29,mean_mse,0.07800658487535146,0.07772157739061802,-0.00028500748473343773,0.00028500748473343773,-0.003653633666809768,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_2d11808aa42ecb1b29,mean_mae,0.18188046778038502,0.18404361935021005,0.0021631515698250225,0.0021631515698250225,0.0118932593269826,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_2d11808aa42ecb1b29,median_pearson,0.06829249879821944,0.05481112887008234,-0.013481369928137102,0.013481369928137102,-0.1974063061884711,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_2d11808aa42ecb1b29,mean_mse,2.4162848333563276,2.2697238032573086,-0.146561030099019,0.146561030099019,-0.0606555270619479,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_2d11808aa42ecb1b29,mean_mae,1.3739534964797442,1.3099478479981679,-0.0640056484815763,0.0640056484815763,-0.0465850180850862,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_2d11808aa42ecb1b29,median_pearson,0.5130264694024094,0.5148970294636528,0.0018705600612434203,0.0018705600612434203,0.003646127778596516,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_2d11808aa42ecb1b29,mean_mse,0.07800658487535146,0.0788209753708852,0.0008143904955337372,0.0008143904955337372,0.010440022426761416,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_2d11808aa42ecb1b29,mean_mae,0.18188046778038502,0.18195976195107735,7.929417069232891e-05,7.929417069232891e-05,0.00043596858783140005,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_4ca28d28e83b6a61b2,median_pearson,0.0805381802585419,0.0805381802585419,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_4ca28d28e83b6a61b2,mean_mse,2.444681716438351,2.444681716438351,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_4ca28d28e83b6a61b2,mean_mae,1.3824830549597575,1.3824830549597575,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_4ca28d28e83b6a61b2,median_pearson,0.4700822722961289,0.4700822722961289,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_4ca28d28e83b6a61b2,mean_mse,0.07956680432320613,0.07956680432320613,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_4ca28d28e83b6a61b2,mean_mae,0.18301224859040296,0.18301224859040296,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_4ca28d28e83b6a61b2,mean_mse,0.07956680432320613,0.08016982824387874,0.0006030239206726018,0.0006030239206726018,0.007578838006652559,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_4ca28d28e83b6a61b2,mean_mae,0.18301224859040296,0.18367208410569988,0.0006598355152969138,0.0006598355152969138,0.003605417235070872,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_4ca28d28e83b6a61b2,median_pearson,0.0805381802585419,0.07360997008433816,-0.006928210174203739,0.006928210174203739,-0.08602392246711996,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_4ca28d28e83b6a61b2,mean_mse,2.444681716438351,2.7108583380244187,0.2661766215860677,0.2661766215860677,0.10887986759023158,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_4ca28d28e83b6a61b2,mean_mae,1.3824830549597575,1.4622084631436199,0.07972540818386231,0.07972540818386231,0.057668271519019106,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_4ca28d28e83b6a61b2,median_pearson,0.4700822722961289,0.47105399841527773,0.000971726119148808,0.000971726119148808,0.0020671405335121167,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_4ca28d28e83b6a61b2,mean_mse,0.07956680432320613,0.07895889301831248,-0.0006079113048936546,0.0006079113048936546,-0.0076402629220129895,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_4ca28d28e83b6a61b2,mean_mae,0.18301224859040296,0.18490178486037032,0.0018895362699673512,0.0018895362699673512,0.010324643757567805,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_4ca28d28e83b6a61b2,median_pearson,0.0805381802585419,0.0662395487547756,-0.014298631503766299,0.014298631503766299,-0.177538547032788,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_4ca28d28e83b6a61b2,mean_mse,2.444681716438351,2.297242362076193,-0.14743935436215816,0.14743935436215816,-0.060310245448623095,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_4ca28d28e83b6a61b2,mean_mae,1.3824830549597575,1.3182553549353324,-0.06422770002442513,0.06422770002442513,-0.0464582186334969,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_4ca28d28e83b6a61b2,median_pearson,0.4700822722961289,0.4709494500739948,0.0008671777778658796,0.0008671777778658796,0.0018447361854981841,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_4ca28d28e83b6a61b2,mean_mse,0.07956680432320613,0.08065795815490638,0.0010911538317002478,0.0010911538317002478,0.013713681741796513,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_4ca28d28e83b6a61b2,mean_mae,0.18301224859040296,0.18328150496124962,0.00026925637084665444,0.00026925637084665444,0.0014712478149441963,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_69bfff56ccf9343787,median_pearson,0.06858725368668982,0.06858725368668982,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_69bfff56ccf9343787,mean_mse,2.4004053980236644,2.4004053980236644,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_69bfff56ccf9343787,mean_mae,1.3669371367326324,1.3669371367326324,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_69bfff56ccf9343787,median_pearson,0.5019377155591334,0.5019377155591332,-1.1102230246251565e-16,1.1102230246251565e-16,-2.2118740835970535e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_69bfff56ccf9343787,mean_mse,0.07990300781240046,0.07990300781240048,1.3877787807814457e-17,1.3877787807814457e-17,1.736829211786031e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_69bfff56ccf9343787,mean_mae,0.18522590467589883,0.18522590467589883,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_69bfff56ccf9343787,median_pearson,0.06858725368668982,0.06465473446752243,-0.003932519219167388,0.003932519219167388,-0.05733600644124552,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_69bfff56ccf9343787,mean_mse,2.4004053980236644,2.4514041072402275,0.05099870921656313,0.05099870921656313,0.02124587340894672,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_69bfff56ccf9343787,mean_mae,1.3669371367326324,1.384151267417533,0.01721413068490052,0.01721413068490052,0.012593213120280847,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_69bfff56ccf9343787,median_pearson,0.5019377155591334,0.4970283461222227,-0.004909369436910671,0.004909369436910671,-0.009780833925663228,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_69bfff56ccf9343787,mean_mse,0.07990300781240046,0.08047009127837158,0.0005670834659711188,0.0005670834659711188,0.007097147923424115,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_69bfff56ccf9343787,mean_mae,0.18522590467589883,0.1858055950897562,0.0005796904138573589,0.0005796904138573589,0.003129640073140303,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_69bfff56ccf9343787,median_pearson,0.06858725368668982,0.07485291734986382,0.0062656636631740065,0.0062656636631740065,0.09135317900022485,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_69bfff56ccf9343787,mean_mse,2.4004053980236644,2.659703592846248,0.25929819482258365,0.25929819482258365,0.10802266776939957,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_69bfff56ccf9343787,mean_mae,1.3669371367326324,1.4450532719976719,0.07811613526503947,0.07811613526503947,0.05714683811412074,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_69bfff56ccf9343787,median_pearson,0.5019377155591334,0.502076815327135,0.00013909976800163815,0.00013909976800163815,0.00027712555500374785,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_69bfff56ccf9343787,mean_mse,0.07990300781240046,0.07946466022189556,-0.0004383475905049006,0.0004383475905049006,-0.005485996115866763,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_69bfff56ccf9343787,mean_mae,0.18522590467589883,0.1871020452520813,0.0018761405761824612,0.0018761405761824612,0.010128931908661803,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_69bfff56ccf9343787,median_pearson,0.06858725368668982,0.053970422666392126,-0.014616831020297691,0.014616831020297691,-0.21311293621797636,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_69bfff56ccf9343787,mean_mse,2.4004053980236644,2.2619213705015997,-0.13848402752206468,0.13848402752206468,-0.05769193305267656,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_69bfff56ccf9343787,mean_mae,1.3669371367326324,1.3050482827715484,-0.06188885396108401,0.06188885396108401,-0.04527556703084089,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_69bfff56ccf9343787,median_pearson,0.5019377155591334,0.5037405110046188,0.00180279544548545,0.00180279544548545,0.0035916716150274273,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_69bfff56ccf9343787,mean_mse,0.07990300781240046,0.08086124625769417,0.0009582384452937048,0.0009582384452937048,0.011992520325936867,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_69bfff56ccf9343787,mean_mae,0.18522590467589883,0.18551560525802524,0.0002897005821264065,0.0002897005821264065,0.0015640392343247746,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_bc73908b65badcf46a,median_pearson,0.06378368274873468,0.06378368274873468,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_bc73908b65badcf46a,mean_mse,2.4417910029045973,2.4417910029045973,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_bc73908b65badcf46a,mean_mae,1.3824227437633334,1.3824227437633334,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_bc73908b65badcf46a,median_pearson,0.5265486273140005,0.5265486273140005,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_bc73908b65badcf46a,mean_mse,0.07659515051335247,0.07659515051335247,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_bc73908b65badcf46a,mean_mae,0.18207695362054152,0.18207695362054152,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_bc73908b65badcf46a,median_pearson,0.06378368274873468,0.050637253851936986,-0.013146428896797693,0.013146428896797693,-0.20610959308489424,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_bc73908b65badcf46a,mean_mse,2.4417910029045973,2.4941198034956558,0.05232880059105849,0.05232880059105849,0.021430499387052996,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_bc73908b65badcf46a,mean_mae,1.3824227437633334,1.3997216409808788,0.017298897217545406,0.017298897217545406,0.012513463986025772,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_bc73908b65badcf46a,median_pearson,0.5265486273140005,0.526146478480409,-0.0004021488335915757,0.0004021488335915757,-0.0007637449092650647,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_bc73908b65badcf46a,mean_mse,0.07659515051335247,0.07704908725382692,0.00045393674047444765,0.00045393674047444765,0.0059264423064919105,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_bc73908b65badcf46a,mean_mae,0.18207695362054152,0.18253383954363173,0.0004568859230902056,0.0004568859230902056,0.0025093012267899716,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_bc73908b65badcf46a,median_pearson,0.06378368274873468,0.06382455810748286,4.087535874817971e-05,4.087535874817971e-05,0.0006408435039601187,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_bc73908b65badcf46a,mean_mse,2.4417910029045973,2.70345470398097,0.26166370107637293,0.26166370107637293,0.10716056401432991,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_bc73908b65badcf46a,mean_mae,1.3824227437633334,1.4607492732593692,0.0783265294960358,0.0783265294960358,0.05665888372380907,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_bc73908b65badcf46a,median_pearson,0.5265486273140005,0.5253096233924717,-0.0012390039215288695,0.0012390039215288695,-0.002353066473364872,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_bc73908b65badcf46a,mean_mse,0.07659515051335247,0.0766972563723112,0.0001021058589587287,0.0001021058589587287,0.0013330590549714902,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_bc73908b65badcf46a,mean_mae,0.18207695362054152,0.18449548441866567,0.002418530798124152,0.002418530798124152,0.013283014406999057,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_bc73908b65badcf46a,median_pearson,0.06378368274873468,0.04247420109984296,-0.021309481648891716,0.021309481648891716,-0.33408986014239583,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_bc73908b65badcf46a,mean_mse,2.4417910029045973,2.2988647825670214,-0.14292622033757585,0.14292622033757585,-0.05853335529845102,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_bc73908b65badcf46a,mean_mae,1.3824227437633334,1.3194427176115135,-0.06298002615181986,0.06298002615181986,-0.0455577184590952,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_bc73908b65badcf46a,median_pearson,0.5265486273140005,0.5256630857336972,-0.0008855415803032951,0.0008855415803032951,-0.0016817849945228586,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_bc73908b65badcf46a,mean_mse,0.07659515051335247,0.07712355640956849,0.0005284058962160137,0.0005284058962160137,0.006898686048327553,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_bc73908b65badcf46a,mean_mae,0.18207695362054152,0.18177746648957985,-0.0002994871309616731,0.0002994871309616731,-0.0016448382126703466,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_c4214e1b6597311580,median_pearson,0.06511141695905198,0.06511141695905198,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_c4214e1b6597311580,mean_mse,2.4534595056640516,2.4534595056640516,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_c4214e1b6597311580,mean_mae,1.3876425274166702,1.3876425274166702,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_c4214e1b6597311580,median_pearson,0.5055444207611146,0.5055444207611146,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_c4214e1b6597311580,mean_mse,0.07667922478107482,0.07667922478107482,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_c4214e1b6597311580,mean_mae,0.18296177023041754,0.18296177023041754,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_c4214e1b6597311580,median_pearson,0.06511141695905198,0.04350328502345303,-0.021608131935598955,0.021608131935598955,-0.33186394867106217,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_c4214e1b6597311580,mean_mse,2.4534595056640516,2.4994262080301772,0.045966702366125656,0.045966702366125656,0.01873546404984758,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_c4214e1b6597311580,mean_mae,1.3876425274166702,1.4032554019142374,0.015612874497567208,0.015612874497567208,0.011251366392346881,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_c4214e1b6597311580,median_pearson,0.5055444207611146,0.5051993846937199,-0.0003450360673946662,0.0003450360673946662,-0.0006825039565765605,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_c4214e1b6597311580,mean_mse,0.07667922478107482,0.07724569444972,0.0005664696686451809,0.0005664696686451809,0.007387524720841872,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_c4214e1b6597311580,mean_mae,0.18296177023041754,0.1834558494576817,0.0004940792272641603,0.0004940792272641603,0.002700450627701782,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_c4214e1b6597311580,median_pearson,0.06511141695905198,0.06787192053422159,0.002760503575169604,0.002760503575169604,0.04239661343732792,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_c4214e1b6597311580,mean_mse,2.4534595056640516,2.724133372957864,0.27067386729381226,0.27067386729381226,0.11032334818199979,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_c4214e1b6597311580,mean_mae,1.3876425274166702,1.4680176471021784,0.08037511968550826,0.08037511968550826,0.057922064290678706,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_c4214e1b6597311580,mean_mse,0.07667922478107482,0.07724233507777821,0.0005631102967033896,0.0005631102967033896,0.007343714002210032,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_c4214e1b6597311580,mean_mae,0.18296177023041754,0.18278911972860062,-0.00017265050181691777,0.00017265050181691777,-0.0009436424975528275,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_cebace9791cf19772b,median_pearson,0.06190914469309207,0.06190914469309207,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_cebace9791cf19772b,mean_mse,2.493595759321771,2.493595759321771,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_cebace9791cf19772b,mean_mae,1.4002661043451252,1.4002661043451252,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_cebace9791cf19772b,median_pearson,0.540053118556025,0.5400531185560249,-1.1102230246251565e-16,1.1102230246251565e-16,-2.0557663431212687e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_cebace9791cf19772b,mean_mse,0.07674655868303351,0.07674655868303351,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_cebace9791cf19772b,mean_mae,0.1820610748298651,0.1820610748298651,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_cebace9791cf19772b,median_pearson,0.06190914469309207,0.059528700321319405,-0.0023804443717726637,0.0023804443717726637,-0.03845060989896502,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_cebace9791cf19772b,mean_mse,2.493595759321771,2.5460422573553245,0.05244649803355372,0.05244649803355372,0.02103247803397715,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_cebace9791cf19772b,mean_mae,1.4002661043451252,1.4177705947160364,0.017504490370911174,0.017504490370911174,0.012500831318128389,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_cebace9791cf19772b,median_pearson,0.540053118556025,0.5381703964655937,-0.001882722090431277,0.001882722090431277,-0.003486179462244812,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_cebace9791cf19772b,mean_mse,0.07674655868303351,0.07736228325192751,0.0006157245688939994,0.0006157245688939994,0.008022829680702266,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_cebace9791cf19772b,mean_mae,0.1820610748298651,0.1826146432622982,0.0005535684324330936,0.0005535684324330936,0.003040564453167157,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_cebace9791cf19772b,median_pearson,0.06190914469309207,0.05466993545992867,-0.007239209233163402,0.007239209233163402,-0.11693279351622451,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_cebace9791cf19772b,mean_mse,2.493595759321771,2.757348309557445,0.2637525502356741,0.2637525502356741,0.10577197577020735,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_cebace9791cf19772b,mean_mae,1.4002661043451252,1.4782682661963389,0.07800216185121367,0.07800216185121367,0.0557052417459563,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_cebace9791cf19772b,median_pearson,0.540053118556025,0.5411050969843795,0.001051978428354472,0.001051978428354472,0.0019479165885889426,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_cebace9791cf19772b,mean_mse,0.07674655868303351,0.07655903977773881,-0.00018751890529469795,0.00018751890529469795,-0.002443352620788625,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_cebace9791cf19772b,median_pearson,0.540053118556025,0.5393806771092439,-0.0006724414467811357,0.0006724414467811357,-0.001245139456983576,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_cebace9791cf19772b,mean_mse,0.07674655868303351,0.07739085015446463,0.0006442914714311215,0.0006442914714311215,0.008395053569660004,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_cebace9791cf19772b,mean_mae,0.1820610748298651,0.18210002087501387,3.894604514875777e-05,3.894604514875777e-05,0.00021391747349153352,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_e6a0598558c42dff82,median_pearson,0.07196157371192409,0.07196157371192409,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_e6a0598558c42dff82,mean_mse,2.4393068753882674,2.4393068753882674,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_e6a0598558c42dff82,mean_mae,1.3811145213665603,1.3811145213665603,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_e6a0598558c42dff82,median_pearson,0.49768554326100556,0.4976855432610055,-5.551115123125783e-17,5.551115123125783e-17,-1.1153860501458373e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_e6a0598558c42dff82,mean_mse,0.08079355690400308,0.08079355690400307,-1.3877787807814457e-17,1.3877787807814457e-17,-1.7176849664266797e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_e6a0598558c42dff82,mean_mae,0.1842908763447769,0.1842908763447769,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_e6a0598558c42dff82,median_pearson,0.07196157371192409,0.0610275346592587,-0.010934039052665392,0.010934039052665392,-0.15194274511611486,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_e6a0598558c42dff82,mean_mse,2.4393068753882674,2.489690709554192,0.0503838341659244,0.0503838341659244,0.020654979770802617,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_e6a0598558c42dff82,mean_mae,1.3811145213665603,1.397566783603139,0.016452262236578585,0.016452262236578585,0.011912308488581887,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_e6a0598558c42dff82,mean_mse,2.4393068753882674,2.706429091056574,0.2671222156683064,0.2671222156683064,0.10950742539344839,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_e6a0598558c42dff82,mean_mae,1.3811145213665603,1.4610463379097371,0.07993181654317683,0.07993181654317683,0.05787486505035609,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_e6a0598558c42dff82,median_pearson,0.49768554326100556,0.4974797529726639,-0.00020579028834166735,0.00020579028834166735,-0.0004134946074448117,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_e6a0598558c42dff82,mean_mse,0.08079355690400308,0.08018423789566627,-0.0006093190083368144,0.0006093190083368144,-0.007541678218979667,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_e6a0598558c42dff82,mean_mae,0.1842908763447769,0.18611386915904748,0.001822992814270591,0.001822992814270591,0.009891931985065182,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_e6a0598558c42dff82,median_pearson,0.07196157371192409,0.05635600380084234,-0.015605569911081751,0.015605569911081751,-0.2168597642618799,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_e6a0598558c42dff82,mean_mse,2.4393068753882674,2.2938534906247234,-0.14545338476354397,0.14545338476354397,-0.05962898158944925,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_e6a0598558c42dff82,mean_mae,1.3811145213665603,1.317641129964592,-0.06347339140196828,0.06347339140196828,-0.04595809429269035,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_e6a0598558c42dff82,median_pearson,0.49768554326100556,0.49879029979777234,0.0011047565367667822,0.0011047565367667822,0.002219788281427747,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_e6a0598558c42dff82,mean_mse,0.08079355690400308,0.08197844655918203,0.0011848896551789473,0.0011848896551789473,0.014665645387871759,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_e6a0598558c42dff82,mean_mae,0.1842908763447769,0.184788442163059,0.0004975658182821141,0.0004975658182821141,0.002699893929373113,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_f8f76e5cbeb1a9ac7d,median_pearson,0.059482526008099904,0.059482526008099904,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_f8f76e5cbeb1a9ac7d,mean_mse,2.410781115067889,2.410781115067889,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_f8f76e5cbeb1a9ac7d,mean_mae,1.3736225841870162,1.3736225841870162,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_f8f76e5cbeb1a9ac7d,median_pearson,0.4716784850041488,0.4716784850041488,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_f8f76e5cbeb1a9ac7d,mean_mse,0.0750613390326821,0.0750613390326821,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M3,C10mask_f8f76e5cbeb1a9ac7d,mean_mae,0.17849325341965896,0.17849325341965896,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P19,M0,C10mask_f8f76e5cbeb1a9ac7d,median_pearson,0.059482526008099904,0.04381616342276318,-0.015666362585336727,0.015666362585336727,-0.2633775603814033,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_f8f76e5cbeb1a9ac7d,mean_mse,2.410781115067889,2.469517010354059,0.05873589528617007,0.05873589528617007,0.024363844116356465,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_f8f76e5cbeb1a9ac7d,mean_mae,1.3736225841870162,1.3926740586587207,0.01905147447170452,0.01905147447170452,0.01386951167738714,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_f8f76e5cbeb1a9ac7d,median_pearson,0.4716784850041488,0.46700662492533634,-0.004671860078812429,0.004671860078812429,-0.00990475552170105,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_f8f76e5cbeb1a9ac7d,mean_mse,0.0750613390326821,0.07563639676010685,0.0005750577274247493,0.0005750577274247493,0.007661170648372875,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M3,C10mask_f8f76e5cbeb1a9ac7d,mean_mae,0.17849325341965896,0.17909665528108387,0.000603401861424907,0.000603401861424907,0.003380530355431626,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P19,M0,C10mask_f8f76e5cbeb1a9ac7d,median_pearson,0.059482526008099904,0.06756192331554867,0.008079397307448763,0.008079397307448763,0.13582808010454311,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_f8f76e5cbeb1a9ac7d,mean_mse,2.410781115067889,2.6737311367149785,0.26295002164708947,0.26295002164708947,0.10907254084727831,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_f8f76e5cbeb1a9ac7d,mean_mae,1.3736225841870162,1.452390400893148,0.07876781670613187,0.07876781670613187,0.05734312875523294,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_f8f76e5cbeb1a9ac7d,median_pearson,0.4716784850041488,0.47284414530506297,0.0011656603009141953,0.0011656603009141953,0.0024713026732689374,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_f8f76e5cbeb1a9ac7d,mean_mse,0.0750613390326821,0.07490691822222549,-0.00015442081045660694,0.00015442081045660694,-0.0020572616002676332,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M3,C10mask_f8f76e5cbeb1a9ac7d,mean_mae,0.17849325341965896,0.1807086197494719,0.0022153663298129234,0.0022153663298129234,0.012411484957385657,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P19,M0,C10mask_f8f76e5cbeb1a9ac7d,median_pearson,0.059482526008099904,0.05243744017588829,-0.007045085832211612,0.007045085832211612,-0.1184395873042154,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_f8f76e5cbeb1a9ac7d,mean_mse,2.410781115067889,2.2612192250875376,-0.14956188998035147,0.14956188998035147,-0.06203876786886964,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M0,C10mask_f8f76e5cbeb1a9ac7d,mean_mae,1.3736225841870162,1.3085711677724239,-0.06505141641459233,0.06505141641459233,-0.047357561795690235,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_f8f76e5cbeb1a9ac7d,median_pearson,0.4716784850041488,0.4728556730830605,0.0011771880789117062,0.0011771880789117062,0.0024957425796119405,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_f8f76e5cbeb1a9ac7d,mean_mse,0.0750613390326821,0.07573050806079555,0.0006691690281134532,0.0006691690281134532,0.00891496257243817,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P19,M3,C10mask_f8f76e5cbeb1a9ac7d,mean_mae,0.17849325341965896,0.17840134243533282,-9.191098432614897e-05,9.191098432614897e-05,-0.0005149269373787214,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M0,C10mask_11a0637b526551e487,median_pearson,0.0682637129996539,0.0682637129996539,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M0,C10mask_11a0637b526551e487,mean_mse,2.4068588956416472,2.4068588956416472,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M0,C10mask_11a0637b526551e487,mean_mae,1.3758272567781125,1.3758272567781125,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_11a0637b526551e487,median_pearson,0.32706740234770026,0.3270674023477002,-5.551115123125783e-17,5.551115123125783e-17,-1.6972388820407356e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_11a0637b526551e487,mean_mse,0.09820592431517458,0.09820592431517458,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_11a0637b526551e487,mean_mae,0.2281397782057495,0.2281397782057495,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M0,C10mask_11a0637b526551e487,median_pearson,0.0682637129996539,0.07450103517588831,0.0062373221762344055,0.0062373221762344055,0.0913709773780695,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M0,C10mask_11a0637b526551e487,mean_mse,2.4068588956416472,2.4918631285223767,0.08500423288072945,0.08500423288072945,0.035317497438115526,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M0,C10mask_11a0637b526551e487,mean_mae,1.3758272567781125,1.414759407904761,0.038932151126648495,0.038932151126648495,0.028297266924206102,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M3,C10mask_11a0637b526551e487,median_pearson,0.32706740234770026,0.32690657368345716,-0.0001608286642431067,0.0001608286642431067,-0.0004917294205679729,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M3,C10mask_11a0637b526551e487,mean_mse,0.09820592431517458,0.09849333225847241,0.00028740794329783215,0.00028740794329783215,0.0029265845752385273,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M3,C10mask_11a0637b526551e487,mean_mae,0.2281397782057495,0.22863265179502956,0.000492873589280074,0.000492873589280074,0.0021604018078582175,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M0,C10mask_11a0637b526551e487,median_pearson,0.0682637129996539,0.06876236652142559,0.0004986535217716831,0.0004986535217716831,0.007304811002211545,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M0,C10mask_11a0637b526551e487,mean_mse,2.4068588956416472,2.675487900167734,0.26862900452608685,0.26862900452608685,0.1116097852734623,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M0,C10mask_11a0637b526551e487,mean_mae,1.3758272567781125,1.4472383937582134,0.07141113698010093,0.07141113698010093,0.05190414467244256,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M3,C10mask_11a0637b526551e487,median_pearson,0.32706740234770026,0.32673963564296593,-0.00032776670473433356,0.00032776670473433356,-0.0010021380986965185,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M3,C10mask_11a0637b526551e487,mean_mse,0.09820592431517458,0.09801519699771241,-0.0001907273174621693,0.0001907273174621693,-0.001942116209303867,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M3,C10mask_11a0637b526551e487,mean_mae,0.2281397782057495,0.22894205682835114,0.0008022786226016543,0.0008022786226016543,0.0035166099875757464,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M0,C10mask_11a0637b526551e487,median_pearson,0.0682637129996539,0.06375531466092718,-0.004508398338726724,0.004508398338726724,-0.06604384878316803,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M0,C10mask_11a0637b526551e487,mean_mse,2.4068588956416472,2.2191367953216354,-0.1877221003200118,0.1877221003200118,-0.07799464300127439,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M0,C10mask_11a0637b526551e487,mean_mae,1.3758272567781125,1.2977312436085746,-0.07809601316953785,0.07809601316953785,-0.056762949552563516,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_11a0637b526551e487,median_pearson,0.32706740234770026,0.3239531194611931,-0.0031142828865071692,0.0031142828865071692,-0.009521838202623518,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_11a0637b526551e487,mean_mse,0.09820592431517458,0.09913366711848026,0.0009277428033056812,0.0009277428033056812,0.009446912798542116,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_11a0637b526551e487,mean_mae,0.2281397782057495,0.22809163441222938,-4.814379352011122e-05,4.814379352011122e-05,-0.0002110276160463889,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M0,C10mask_3dffe87ecd524d640b,median_pearson,0.06332252511537069,0.06332252511537069,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M0,C10mask_3dffe87ecd524d640b,mean_mse,2.39971661028125,2.39971661028125,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M0,C10mask_3dffe87ecd524d640b,mean_mae,1.3733240830087101,1.3733240830087101,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_3dffe87ecd524d640b,median_pearson,0.31835419852746966,0.31835419852746966,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_3dffe87ecd524d640b,mean_mse,0.09766393958117277,0.09766393958117277,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_3dffe87ecd524d640b,mean_mae,0.2279691824447974,0.2279691824447974,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P20,M3,C10mask_3dffe87ecd524d640b,mean_mse,0.09766393958117277,0.09800481817516166,0.00034087859398888865,0.00034087859398888865,0.003490321969917766,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M3,C10mask_3dffe87ecd524d640b,mean_mae,0.2279691824447974,0.22850979610577368,0.0005406136609762691,0.0005406136609762691,0.00237143308222013,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M0,C10mask_3dffe87ecd524d640b,median_pearson,0.06332252511537069,0.05645156175825072,-0.006870963357119966,0.006870963357119966,-0.10850741256134987,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M0,C10mask_3dffe87ecd524d640b,mean_mse,2.39971661028125,2.6693879854269977,0.26967137514574757,0.26967137514574757,0.11237634226907389,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_3dffe87ecd524d640b,median_pearson,0.31835419852746966,0.3182509183129815,-0.00010328021448813285,0.00010328021448813285,-0.00032441920026765776,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_3dffe87ecd524d640b,mean_mse,0.09766393958117277,0.09837279884823966,0.0007088592670668886,0.0007088592670668886,0.00725814737872339,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_3dffe87ecd524d640b,mean_mae,0.2279691824447974,0.22773119945372347,-0.00023798299107394283,0.00023798299107394283,-0.001043926150551381,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M0,C10mask_57629dd198ac85ab56,median_pearson,0.06555915640628232,0.06555915640628232,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical 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numerical export,seed0, +tier_b_primary_mask,BASS_P20,M0,C10mask_64f8e258abc9464ef8,median_pearson,0.06662425712080863,0.05616058978482509,-0.010463667335983542,0.010463667335983542,-0.15705491945688718,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M0,C10mask_64f8e258abc9464ef8,mean_mse,2.4120107348058997,2.681524296979174,0.2695135621732745,0.2695135621732745,0.11173812715015255,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M0,C10mask_64f8e258abc9464ef8,mean_mae,1.3775599940780328,1.4487172632397738,0.07115726916174103,0.07115726916174103,0.05165457001338432,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M3,C10mask_64f8e258abc9464ef8,median_pearson,0.3146014856435785,0.3133751468727232,-0.001226338770855262,0.001226338770855262,-0.003898070501309133,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,BASS_P20,M0,C10mask_aad865a4467330b406,mean_mae,1.3729889721821016,1.294300529663498,-0.07868844251860363,0.07868844251860363,-0.0573117804388068,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_aad865a4467330b406,median_pearson,0.3199707699279047,0.31444928673851846,-0.005521483189386223,0.005521483189386223,-0.017256211217763155,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_aad865a4467330b406,mean_mse,0.09800579790141482,0.09875088204671786,0.0007450841453030405,0.0007450841453030405,0.007602449663769171,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_aad865a4467330b406,mean_mae,0.22780324754898706,0.227508062326244,-0.00029518522274307735,0.00029518522274307735,-0.0012957902309079258,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M0,C10mask_b4518916b59da8848d,median_pearson,0.06582434027705795,0.06582434027705795,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M0,C10mask_b4518916b59da8848d,mean_mse,2.4104440619387235,2.4104440619387235,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M0,C10mask_b4518916b59da8848d,mean_mae,1.3776151762386866,1.3776151762386866,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_b4518916b59da8848d,median_pearson,0.34200357663461933,0.34200357663461933,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_b4518916b59da8848d,mean_mse,0.09859479078654301,0.09859479078654301,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_b4518916b59da8848d,mean_mae,0.22855675033708814,0.22855675033708814,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M0,C10mask_b4518916b59da8848d,median_pearson,0.06582434027705795,0.06463287601973287,-0.001191464257325081,0.001191464257325081,-0.01810066386248838,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M0,C10mask_b4518916b59da8848d,mean_mse,2.4104440619387235,2.495421603617407,0.08497754167868354,0.08497754167868354,0.03525389492355031,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M0,C10mask_b4518916b59da8848d,mean_mae,1.3776151762386866,1.4165033773301972,0.03888820109151059,0.03888820109151059,0.028228638710040454,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M3,C10mask_b4518916b59da8848d,median_pearson,0.34200357663461933,0.33920289487445826,-0.0028006817601610723,0.0028006817601610723,-0.008189042312715899,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M3,C10mask_b4518916b59da8848d,mean_mse,0.09859479078654301,0.09896222303192699,0.0003674322453839779,0.0003674322453839779,0.0037266902485696835,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M3,C10mask_b4518916b59da8848d,mean_mae,0.22855675033708814,0.22919078352401334,0.0006340331869252036,0.0006340331869252036,0.0027740733362287325,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M0,C10mask_b4518916b59da8848d,median_pearson,0.06582434027705795,0.06294815307513843,-0.002876187201919525,0.002876187201919525,-0.043694888392553706,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M0,C10mask_b4518916b59da8848d,mean_mse,2.4104440619387235,2.681124025279023,0.2706799633402994,0.2706799633402994,0.11229464629126931,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M0,C10mask_b4518916b59da8848d,mean_mae,1.3776151762386866,1.4493593298573888,0.07174415361870223,0.07174415361870223,0.052078515724968896,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M3,C10mask_b4518916b59da8848d,median_pearson,0.34200357663461933,0.3421292921383005,0.00012571550368117856,0.00012571550368117856,0.00036758534784414593,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M3,C10mask_b4518916b59da8848d,mean_mse,0.09859479078654301,0.09846957724065598,-0.00012521354588702904,0.00012521354588702904,-0.0012699813538639727,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M3,C10mask_b4518916b59da8848d,mean_mae,0.22855675033708814,0.22941482852698006,0.0008580781898919199,0.0008580781898919199,0.003754333173823913,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M0,C10mask_b4518916b59da8848d,median_pearson,0.06582434027705795,0.06021364158202404,-0.005610698695033917,0.005610698695033917,-0.0852374466864112,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M0,C10mask_b4518916b59da8848d,mean_mse,2.4104440619387235,2.219845293256233,-0.1905987686824906,0.1905987686824906,-0.07907205634516644,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M0,C10mask_b4518916b59da8848d,mean_mae,1.3776151762386866,1.298855969026734,-0.07875920721195251,0.07875920721195251,-0.05717068784549063,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_b4518916b59da8848d,median_pearson,0.34200357663461933,0.33957327379945546,-0.002430302835163878,0.002430302835163878,-0.0071060743255334435,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_b4518916b59da8848d,mean_mse,0.09859479078654301,0.09937088945611774,0.0007760986695747318,0.0007760986695747318,0.007871599131996533,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_b4518916b59da8848d,mean_mae,0.22855675033708814,0.22833719772402453,-0.00021955261306361162,0.00021955261306361162,-0.0009606043695484963,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M0,C10mask_c6b5e7019fb535fe21,median_pearson,0.06318660534263515,0.06318660534263515,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M0,C10mask_c6b5e7019fb535fe21,mean_mse,2.410463521708171,2.410463521708171,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M0,C10mask_c6b5e7019fb535fe21,mean_mae,1.3774437406792657,1.3774437406792657,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_c6b5e7019fb535fe21,median_pearson,0.32695703285542393,0.32695703285542416,2.220446049250313e-16,2.220446049250313e-16,6.791247246949923e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_c6b5e7019fb535fe21,mean_mse,0.09799175946916591,0.09799175946916591,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_c6b5e7019fb535fe21,mean_mae,0.22887176640826176,0.22887176640826176,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M0,C10mask_c6b5e7019fb535fe21,median_pearson,0.06318660534263515,0.0691965221597509,0.006009916817115754,0.006009916817115754,0.09511377901259975,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M0,C10mask_c6b5e7019fb535fe21,mean_mse,2.410463521708171,2.49817851183889,0.08771499013071926,0.08771499013071926,0.03638926262139001,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M0,C10mask_c6b5e7019fb535fe21,mean_mae,1.3774437406792657,1.4169078665800752,0.0394641259008095,0.0394641259008095,0.028650263335871968,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M3,C10mask_c6b5e7019fb535fe21,median_pearson,0.32695703285542393,0.32676232924521775,-0.00019470361020618165,0.00019470361020618165,-0.0005955021322091487,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M3,C10mask_c6b5e7019fb535fe21,mean_mse,0.09799175946916591,0.09836940567485476,0.0003776462056888502,0.0003776462056888502,0.003853856770555083,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M3,C10mask_c6b5e7019fb535fe21,mean_mae,0.22887176640826176,0.22943464198579444,0.0005628755775326788,0.0005628755775326788,0.0024593491209772924,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M0,C10mask_c6b5e7019fb535fe21,median_pearson,0.06318660534263515,0.05755460164834264,-0.005632003694292509,0.005632003694292509,-0.08913287339543648,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M0,C10mask_c6b5e7019fb535fe21,mean_mse,2.410463521708171,2.680320252189221,0.2698567304810502,0.2698567304810502,0.11195221502037778,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M0,C10mask_c6b5e7019fb535fe21,mean_mae,1.3774437406792657,1.4494871145112946,0.07204337383202897,0.07204337383202897,0.0523022260034387,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M3,C10mask_c6b5e7019fb535fe21,median_pearson,0.32695703285542393,0.32678877495594805,-0.00016825789947588765,0.00016825789947588765,-0.0005146177710460477,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M3,C10mask_c6b5e7019fb535fe21,mean_mse,0.09799175946916591,0.09791798415570215,-7.377531346376698e-05,7.377531346376698e-05,-0.0007528726278966459,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M3,C10mask_c6b5e7019fb535fe21,mean_mae,0.22887176640826176,0.22979364647842027,0.0009218800701585039,0.0009218800701585039,0.004027932691855285,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M0,C10mask_c6b5e7019fb535fe21,median_pearson,0.06318660534263515,0.060879584455370866,-0.0023070208872642828,0.0023070208872642828,-0.036511233270948025,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M0,C10mask_c6b5e7019fb535fe21,mean_mse,2.410463521708171,2.2181487092976067,-0.19231481241056425,0.19231481241056425,-0.0797833324083165,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M0,C10mask_c6b5e7019fb535fe21,mean_mae,1.3774437406792657,1.2982570944341487,-0.07918664624511695,0.07918664624511695,-0.057488116506353465,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_c6b5e7019fb535fe21,median_pearson,0.32695703285542393,0.3232730882217362,-0.003683944633687708,0.003683944633687708,-0.011267366239271872,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_c6b5e7019fb535fe21,mean_mse,0.09799175946916591,0.09870836142407635,0.0007166019549104397,0.0007166019549104397,0.007312879764506378,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_c6b5e7019fb535fe21,mean_mae,0.22887176640826176,0.22862452430424057,-0.0002472421040211892,0.0002472421040211892,-0.0010802647609236273,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M0,C10mask_df50e262baa8819fd3,median_pearson,0.06514399926223885,0.06514399926223885,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M0,C10mask_df50e262baa8819fd3,mean_mse,2.406192185017635,2.406192185017635,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M0,C10mask_df50e262baa8819fd3,mean_mae,1.3763217733043442,1.3763217733043442,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_df50e262baa8819fd3,median_pearson,0.3089412491650242,0.30894124916502413,-5.551115123125783e-17,5.551115123125783e-17,-1.7968190191917677e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_df50e262baa8819fd3,mean_mse,0.09895127418570769,0.09895127418570769,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P20,M3,C10mask_df50e262baa8819fd3,mean_mae,0.2289767184784627,0.2289767184784627,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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export,seed0, +tier_b_primary_mask,BASS_P20,M3,C10mask_df50e262baa8819fd3,mean_mse,0.09895127418570769,0.09917485704474607,0.00022358285903838204,0.00022358285903838204,0.0022595248103503035,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M3,C10mask_df50e262baa8819fd3,mean_mae,0.2289767184784627,0.22941480557575414,0.0004380870972914286,0.0004380870972914286,0.0019132386043545931,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P20,M0,C10mask_df50e262baa8819fd3,median_pearson,0.06514399926223885,0.06543818823761602,0.0002941889753771687,0.0002941889753771687,0.004515979655975731,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P20,M0,C10mask_df50e262baa8819fd3,mean_mse,2.406192185017635,2.676304486758566,0.27011230174093104,0.27011230174093104,0.112257160264591,per-mask panel 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export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_df50e262baa8819fd3,median_pearson,0.3089412491650242,0.3081433605599378,-0.0007978886050863943,0.0007978886050863943,-0.0025826548162242776,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_df50e262baa8819fd3,mean_mse,0.09895127418570769,0.09981587415578305,0.0008645999700753609,0.0008645999700753609,0.008737633519025892,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P20,M3,C10mask_df50e262baa8819fd3,mean_mae,0.2289767184784627,0.22880273922038874,-0.00017397925807396963,0.00017397925807396963,-0.0007598119984863611,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_2465ed18326488f217,median_pearson,0.07565047336290161,0.07565047336290161,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical 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export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_2465ed18326488f217,median_pearson,0.33737665160972136,0.33837665283547563,0.0010000012257542767,0.0010000012257542767,0.0029640498860338507,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_2465ed18326488f217,mean_mse,0.10755881431437647,0.10875121788650263,0.0011924035721261605,0.0011924035721261605,0.01108606095862087,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_2465ed18326488f217,mean_mae,0.2294495296666255,0.23053561638041667,0.001086086713791179,0.001086086713791179,0.004733444933921586,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_2465ed18326488f217,median_pearson,0.07565047336290161,0.0749882981979238,-0.0006621751649778101,0.0006621751649778101,-0.008753086868357067,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_2465ed18326488f217,mean_mae,1.4149047539557573,1.3731008867045895,-0.0418038672511678,0.0418038672511678,-0.029545357830124987,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_2465ed18326488f217,median_pearson,0.33737665160972136,0.33955008312610424,0.0021734315163828843,0.0021734315163828843,0.006442151541942264,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_2465ed18326488f217,mean_mse,0.10755881431437647,0.10859762602431278,0.0010388117099363048,0.0010388117099363048,0.009658080712009631,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_2465ed18326488f217,mean_mae,0.2294495296666255,0.23030512500027747,0.0008555953336519817,0.0008555953336519817,0.0037289042818919845,per-mask panel 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numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_2b485afd7bde1f9ec3,median_pearson,0.08782531931309198,0.07375314856917164,-0.014072170743920337,0.014072170743920337,-0.16022908716965656,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_2b485afd7bde1f9ec3,mean_mse,2.6086079837393727,2.7602965222777653,0.1516885385383926,0.1516885385383926,0.05814922728287865,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_2b485afd7bde1f9ec3,mean_mae,1.4178547846769487,1.4636674346461793,0.04581264996923062,0.04581264996923062,0.03231124263523843,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_2b485afd7bde1f9ec3,median_pearson,0.3914702294753634,0.39080408887772106,-0.0006661405976423618,0.0006661405976423618,-0.001701637947118235,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_2b485afd7bde1f9ec3,mean_mse,0.10763315749844754,0.10634176752005738,-0.0012913899783901645,0.0012913899783901645,-0.011998068331394914,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_2b485afd7bde1f9ec3,mean_mae,0.22910454950037323,0.22884711750506034,-0.00025743199531289007,0.00025743199531289007,-0.0011236441872249712,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_2b485afd7bde1f9ec3,median_pearson,0.08782531931309198,0.08219525613745991,-0.005630063175632069,0.005630063175632069,-0.06410524003404112,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_2b485afd7bde1f9ec3,mean_mae,0.22910454950037323,0.2300375323745607,0.0009329828741874713,0.0009329828741874713,0.004072301821251923,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_344c9f90fd5476f80e,median_pearson,0.0651368522004254,0.0651368522004254,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_344c9f90fd5476f80e,mean_mse,2.6187854154229626,2.6187854154229626,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_344c9f90fd5476f80e,mean_mae,1.422754091280864,1.422754091280864,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_344c9f90fd5476f80e,median_pearson,0.33815726482130204,0.3381572648213021,5.551115123125783e-17,5.551115123125783e-17,1.6415779581311817e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_344c9f90fd5476f80e,mean_mse,0.10471739694210225,0.10471739694210226,1.3877787807814457e-17,1.3877787807814457e-17,1.325260960744414e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_344c9f90fd5476f80e,mean_mae,0.22631921829763477,0.22631921829763477,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_344c9f90fd5476f80e,median_pearson,0.0651368522004254,0.07215304047413743,0.007016188273712032,0.007016188273712032,0.10771457380413926,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_344c9f90fd5476f80e,mean_mae,0.22631921829763477,0.22740677697883133,0.0010875586811965599,0.0010875586811965599,0.004805419042081968,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_344c9f90fd5476f80e,median_pearson,0.0651368522004254,0.054486667986068604,-0.01065018421435679,0.01065018421435679,-0.16350474200973494,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_344c9f90fd5476f80e,mean_mse,2.6187854154229626,2.7703310364616396,0.15154562103867697,0.15154562103867697,0.05786866695765552,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_344c9f90fd5476f80e,mean_mae,1.422754091280864,1.4683560254344217,0.04560193415355762,0.04560193415355762,0.03205187349874603,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_344c9f90fd5476f80e,median_pearson,0.33815726482130204,0.33614513205533464,-0.0020121327659674004,0.0020121327659674004,-0.0059502869679014725,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_344c9f90fd5476f80e,mean_mse,0.10471739694210225,0.10360951336299994,-0.0011078835791023117,0.0011078835791023117,-0.010579747123726302,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_344c9f90fd5476f80e,mean_mae,0.22631921829763477,0.2261079142664392,-0.0002113040311955694,0.0002113040311955694,-0.0009336548296030311,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_344c9f90fd5476f80e,median_pearson,0.0651368522004254,0.06059795316427144,-0.004538899036153954,0.004538899036153954,-0.06968250510767407,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_344c9f90fd5476f80e,mean_mse,2.6187854154229626,2.540494672243497,-0.0782907431794655,0.0782907431794655,-0.029895822207647617,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_344c9f90fd5476f80e,mean_mae,1.422754091280864,1.3816859758975801,-0.04106811538328392,0.04106811538328392,-0.02886522388862821,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_344c9f90fd5476f80e,median_pearson,0.33815726482130204,0.33947739207391836,0.001320127252616321,0.001320127252616321,0.0039038855288646168,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_344c9f90fd5476f80e,mean_mse,0.10471739694210225,0.10562421946135388,0.0009068225192516294,0.0009068225192516294,0.008659712194268993,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_344c9f90fd5476f80e,mean_mae,0.22631921829763477,0.22717353995179831,0.0008543216541635479,0.0008543216541635479,0.0037748524433308204,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_4a498038ede5237016,median_pearson,0.08145553688255586,0.08145553688255586,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_4a498038ede5237016,mean_mse,2.5845691813217133,2.5845691813217133,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_4a498038ede5237016,mean_mae,1.4096923197203415,1.4096923197203415,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_4a498038ede5237016,median_pearson,0.34350408076492245,0.34350408076492245,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_4a498038ede5237016,mean_mse,0.11048585035524892,0.11048585035524892,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_4a498038ede5237016,mean_mae,0.23255104549972677,0.23255104549972683,5.551115123125783e-17,5.551115123125783e-17,2.3870523184262807e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_4a498038ede5237016,median_pearson,0.08145553688255586,0.09101374024131578,0.009558203358759926,0.009558203358759926,0.11734258620799622,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_4a498038ede5237016,mean_mse,2.5845691813217133,2.6650707876582396,0.08050160633652625,0.08050160633652625,0.031147011625109154,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_4a498038ede5237016,mean_mae,1.4096923197203415,1.4359975954072062,0.026305275686864693,0.026305275686864693,0.018660295809856724,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_4a498038ede5237016,median_pearson,0.34350408076492245,0.34547386440027694,0.001969783635354494,0.001969783635354494,0.0057343820514974275,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_4a498038ede5237016,mean_mse,0.11048585035524892,0.11169675403555537,0.0012109036803064493,0.0012109036803064493,0.01095980776192598,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_4a498038ede5237016,mean_mae,0.23255104549972677,0.23354089961622923,0.0009898541165024588,0.0009898541165024588,0.0042565025428089156,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_4a498038ede5237016,median_pearson,0.08145553688255586,0.07138761699205831,-0.010067919890497545,0.010067919890497545,-0.12360019067842698,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_4a498038ede5237016,mean_mse,2.5845691813217133,2.7337349315859716,0.14916575026425827,0.14916575026425827,0.057713970801113144,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_4a498038ede5237016,mean_mae,1.4096923197203415,1.4548146256794348,0.04512230595909328,0.04512230595909328,0.0320086201278622,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_4a498038ede5237016,median_pearson,0.34350408076492245,0.34189988681810657,-0.0016041939468158795,0.0016041939468158795,-0.004670087013940635,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_4a498038ede5237016,mean_mse,0.11048585035524892,0.10913021937328214,-0.0013556309819667822,0.0013556309819667822,-0.012269724834519314,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_4a498038ede5237016,median_pearson,0.34350408076492245,0.3424906737798694,-0.0010134069850530336,0.0010134069850530336,-0.002950203627265087,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_4a498038ede5237016,mean_mse,0.11048585035524892,0.11159527970250861,0.0011094293472596883,0.0011094293472596883,0.010041370398947036,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_4a498038ede5237016,mean_mae,0.23255104549972677,0.233529855379658,0.0009788098799312361,0.0009788098799312361,0.004209010876850202,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_4b215d095f3e8d9db1,median_pearson,0.0740598550185192,0.0740598550185192,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_4b215d095f3e8d9db1,mean_mse,2.5992149364859722,2.5992149364859722,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_4b215d095f3e8d9db1,mean_mae,1.4167009501742558,1.4167009501742558,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_4b215d095f3e8d9db1,median_pearson,0.3334254744916063,0.3334254744916064,1.1102230246251565e-16,1.1102230246251565e-16,3.329748653182483e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_4b215d095f3e8d9db1,mean_mse,0.10792252624511929,0.10792252624511929,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_6756ad884c12032b36,median_pearson,0.08489061961804956,0.08489061961804956,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_6756ad884c12032b36,mean_mse,2.6090091261400192,2.6090091261400192,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_6756ad884c12032b36,mean_mae,1.4180652546555237,1.4180652546555237,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_6756ad884c12032b36,median_pearson,0.34129465695734745,0.34129465695734745,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_6756ad884c12032b36,mean_mse,0.1097458320138534,0.1097458320138534,0.0,0.0,0.0,per-mask panel 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C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_748e47c784c057e2fd,median_pearson,0.2905070392244635,0.28974309871669546,-0.0007639405077680683,0.0007639405077680683,-0.002629679851501984,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_748e47c784c057e2fd,mean_mse,0.10963746913262731,0.1085158382669981,-0.0011216308656292195,0.0011216308656292195,-0.010230360792735869,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_748e47c784c057e2fd,mean_mae,0.23003298579077497,0.2297210497074269,-0.00031193608334806333,0.00031193608334806333,-0.0013560493608155083,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_748e47c784c057e2fd,median_pearson,0.056853497800091315,0.05438312506287214,-0.002470372737219173,0.002470372737219173,-0.04345155237247699,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_748e47c784c057e2fd,mean_mse,2.610638851771524,2.5316246730485075,-0.07901417872301675,0.07901417872301675,-0.03026622340711715,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_748e47c784c057e2fd,mean_mae,1.4188681048395981,1.377982288503308,-0.04088581633629018,0.04088581633629018,-0.028815797745282524,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_748e47c784c057e2fd,median_pearson,0.2905070392244635,0.288517479970056,-0.0019895592544075247,0.0019895592544075247,-0.00684857502840153,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_748e47c784c057e2fd,mean_mse,0.10963746913262731,0.11063318587562421,0.0009957167429968938,0.0009957167429968938,0.009081901934386917,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_748e47c784c057e2fd,mean_mae,0.23003298579077497,0.23099024442630867,0.0009572586355336976,0.0009572586355336976,0.004161397254584897,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_c3a66dae037bfff30e,median_pearson,0.07235210656034503,0.07235210656034503,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_c3a66dae037bfff30e,mean_mse,2.625488718270205,2.625488718270205,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_c3a66dae037bfff30e,mean_mae,1.4249754942450212,1.4249754942450212,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_c3a66dae037bfff30e,median_pearson,0.3266229663042976,0.3266229663042976,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_c3a66dae037bfff30e,mean_mse,0.10819061793472809,0.10819061793472808,-1.3877787807814457e-17,1.3877787807814457e-17,-1.282716382689208e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_c3a66dae037bfff30e,mean_mae,0.23009931243143986,0.23009931243143986,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_c3a66dae037bfff30e,median_pearson,0.07235210656034503,0.08044812573275283,0.008096019172407792,0.008096019172407792,0.11189749071998802,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_c3a66dae037bfff30e,mean_mse,2.625488718270205,2.7024395484396724,0.07695083016946747,0.07695083016946747,0.029309145239887483,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_c3a66dae037bfff30e,mean_mae,1.4249754942450212,1.4506043254019665,0.025628831156945253,0.025628831156945253,0.017985453967770786,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_c3a66dae037bfff30e,median_pearson,0.3266229663042976,0.32504310698275646,-0.0015798593215411438,0.0015798593215411438,-0.0048369511165031525,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_c3a66dae037bfff30e,mean_mse,0.10819061793472809,0.10930334265735597,0.0011127247226278836,0.0011127247226278836,0.010284854120152967,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_c3a66dae037bfff30e,mean_mae,0.23009931243143986,0.23102492187223855,0.000925609440798697,0.000925609440798697,0.004022651919372817,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_c3a66dae037bfff30e,median_pearson,0.07235210656034503,0.06576242239394967,-0.006589684166395368,0.006589684166395368,-0.09107798624908404,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_c3a66dae037bfff30e,mean_mse,2.625488718270205,2.7785154415285063,0.15302672325830136,0.15302672325830136,0.05828504315917325,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_c3a66dae037bfff30e,mean_mae,1.4249754942450212,1.4711319574627542,0.046156463217732924,0.046156463217732924,0.032391057533370064,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_c3a66dae037bfff30e,median_pearson,0.3266229663042976,0.3223393083142547,-0.004283657990042877,0.004283657990042877,-0.013114993224487516,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_c3a66dae037bfff30e,mean_mse,0.10819061793472809,0.10669677316161524,-0.0014938447731128457,0.0014938447731128457,-0.013807526027941622,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_c3a66dae037bfff30e,mean_mae,0.23009931243143986,0.22971289910831594,-0.00038641332312391863,0.00038641332312391863,-0.001679332802174513,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_c3a66dae037bfff30e,median_pearson,0.07235210656034503,0.08248048949930446,0.01012838293895943,0.01012838293895943,0.13998739526003828,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_c3a66dae037bfff30e,mean_mse,2.625488718270205,2.547317055188797,-0.07817166308140777,0.07817166308140777,-0.029774137872857032,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_c3a66dae037bfff30e,mean_mae,1.4249754942450212,1.3834922991276857,-0.04148319511733556,0.04148319511733556,-0.029111514748760038,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_c3a66dae037bfff30e,median_pearson,0.3266229663042976,0.32871225435383333,0.0020892880495357313,0.0020892880495357313,0.006396635463745224,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_c3a66dae037bfff30e,mean_mse,0.10819061793472809,0.10952080607652759,0.0013301881417994987,0.0013301881417994987,0.01229485668158405,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_c3a66dae037bfff30e,mean_mae,0.23009931243143986,0.23120749482070602,0.0011081823892661602,0.0011081823892661602,0.0048161047399754965,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_d80464768d54b0ad24,median_pearson,0.079247483877594,0.079247483877594,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_d80464768d54b0ad24,mean_mse,2.612303255858604,2.612303255858604,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_d80464768d54b0ad24,mean_mae,1.4183305474291164,1.4183305474291164,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_d80464768d54b0ad24,median_pearson,0.3386407680416525,0.33864076804165244,-5.551115123125783e-17,5.551115123125783e-17,-1.6392341522338506e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_d80464768d54b0ad24,mean_mse,0.10638464963903922,0.10638464963903922,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_d80464768d54b0ad24,mean_mae,0.22837302854168318,0.22837302854168318,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_d80464768d54b0ad24,median_pearson,0.079247483877594,0.09439771923661722,0.015150235359023212,0.015150235359023212,0.19117623194730485,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_d80464768d54b0ad24,mean_mse,2.612303255858604,2.689843745443095,0.07754048958449111,0.07754048958449111,0.02968280555122814,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_d80464768d54b0ad24,mean_mae,1.4183305474291164,1.4443275896184142,0.02599704218929788,0.02599704218929788,0.018329325442803475,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_d80464768d54b0ad24,median_pearson,0.3386407680416525,0.3438498439740683,0.005209075932415819,0.005209075932415819,0.015382306042298803,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_d80464768d54b0ad24,mean_mse,0.10638464963903922,0.10744392643403412,0.0010592767949949011,0.0010592767949949011,0.009957045481552122,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_d80464768d54b0ad24,mean_mae,0.22837302854168318,0.22931268182247655,0.0009396532807933733,0.0009396532807933733,0.0041145545373448755,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_d80464768d54b0ad24,median_pearson,0.079247483877594,0.07666066476739467,-0.00258681911019934,0.00258681911019934,-0.032642286967684064,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_d80464768d54b0ad24,mean_mse,2.612303255858604,2.762521559393159,0.150218303534555,0.150218303534555,0.05750415967122535,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_d80464768d54b0ad24,mean_mae,1.4183305474291164,1.4636582016380089,0.04532765420889251,0.04532765420889251,0.031958455869863324,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_d80464768d54b0ad24,median_pearson,0.3386407680416525,0.33682113035880745,-0.0018196376828450433,0.0018196376828450433,-0.005373356826964288,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_d80464768d54b0ad24,mean_mse,0.10638464963903922,0.10505905571475216,-0.0013255939242870635,0.0013255939242870635,-0.012460387177894315,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M3,C10mask_d80464768d54b0ad24,mean_mae,0.22837302854168318,0.22787395027312843,-0.0004990782685547479,0.0004990782685547479,-0.002185364321442429,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_d80464768d54b0ad24,median_pearson,0.079247483877594,0.07470000179559506,-0.004547482081998941,0.004547482081998941,-0.05738329924799885,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_d80464768d54b0ad24,mean_mse,2.612303255858604,2.5373769355849434,-0.07492632027366053,0.07492632027366053,-0.02868209121801748,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_d80464768d54b0ad24,mean_mae,1.4183305474291164,1.3781803749869592,-0.04015017244215713,0.04015017244215713,-0.028308050274270573,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_d80464768d54b0ad24,median_pearson,0.3386407680416525,0.3379631477750864,-0.0006776202665660924,0.0006776202665660924,-0.002001000264926005,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_d80464768d54b0ad24,mean_mse,0.10638464963903922,0.10760944311469489,0.0012247934756556694,0.0012247934756556694,0.011512877842915936,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_d80464768d54b0ad24,mean_mae,0.22837302854168318,0.22957116108233863,0.0011981325406554555,0.0011981325406554555,0.005246383727125507,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_e1629c59017903045b,median_pearson,0.07360009642685393,0.07360009642685393,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_e1629c59017903045b,mean_mse,2.5993704401415174,2.5993704401415174,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_e1629c59017903045b,mean_mae,1.4161125955325307,1.4161125955325307,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_e1629c59017903045b,median_pearson,0.3586027549412796,0.3586027549412796,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_e1629c59017903045b,mean_mse,0.10513706766700989,0.10513706766700992,2.7755575615628914e-17,2.7755575615628914e-17,2.639941956868758e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M3,C10mask_e1629c59017903045b,mean_mae,0.22662978883779938,0.22662978883779936,-2.7755575615628914e-17,2.7755575615628914e-17,-1.224709944706068e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P21,M0,C10mask_e1629c59017903045b,median_pearson,0.07360009642685393,0.08160624916939353,0.008006152742539602,0.008006152742539602,0.10877910670261642,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_e1629c59017903045b,mean_mse,2.5993704401415174,2.683801018717219,0.0844305785757018,0.0844305785757018,0.03248116438959933,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_e1629c59017903045b,mean_mae,1.4161125955325307,1.4436521844957997,0.027539588963269024,0.027539588963269024,0.01944731587738808,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_e1629c59017903045b,median_pearson,0.3586027549412796,0.35891742832222795,0.0003146733809483715,0.0003146733809483715,0.0008774985038804249,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_e1629c59017903045b,mean_mse,0.10513706766700989,0.10626407878769156,0.0011270111206816702,0.0011270111206816702,0.010719446011668689,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M3,C10mask_e1629c59017903045b,mean_mae,0.22662978883779938,0.22768299157019453,0.0010532027323951476,0.0010532027323951476,0.00464723873148438,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P21,M0,C10mask_e1629c59017903045b,median_pearson,0.07360009642685393,0.059692254227262806,-0.013907842199591125,0.013907842199591125,-0.1889649997050367,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_e1629c59017903045b,mean_mse,2.5993704401415174,2.7489008227076233,0.14953038256610585,0.14953038256610585,0.05752561476307508,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P21,M0,C10mask_e1629c59017903045b,mean_mae,1.4161125955325307,1.4616299816948988,0.04551738616236811,0.04551738616236811,0.032142490862636,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_e1629c59017903045b,mean_mse,2.5993704401415174,2.5188989178615655,-0.08047152227995191,0.08047152227995191,-0.03095808163286292,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M0,C10mask_e1629c59017903045b,mean_mae,1.4161125955325307,1.374256980511491,-0.04185561502103963,0.04185561502103963,-0.029556699907255454,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P21,M3,C10mask_e1629c59017903045b,median_pearson,0.3586027549412796,0.36111726683115647,0.0025145118898768914,0.0025145118898768914,0.007011970363386186,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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+tier_b_primary_mask,BASS_P22,M0,C10mask_0e5bff2bd4a075b979,mean_mae,1.2843569464637707,1.2843569464637707,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M3,C10mask_0e5bff2bd4a075b979,median_pearson,0.31855332655761226,0.31855332655761237,1.1102230246251565e-16,1.1102230246251565e-16,3.48520304786196e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M3,C10mask_0e5bff2bd4a075b979,mean_mse,0.09032672801164315,0.09032672801164315,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M3,C10mask_0e5bff2bd4a075b979,mean_mae,0.20675707442067728,0.20675707442067728,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M0,C10mask_0e5bff2bd4a075b979,median_pearson,-0.026016941762046653,-6.947387201988386e-05,0.02594746789002677,0.02594746789002677,0.9973296680042067,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M0,C10mask_0e5bff2bd4a075b979,mean_mse,2.127959222825467,2.1875241991033807,0.05956497627791357,0.05956497627791357,0.027991596661718094,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M0,C10mask_0e5bff2bd4a075b979,mean_mae,1.2843569464637707,1.314998746121999,0.03064179965822822,0.03064179965822822,0.02385769761482157,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_0e5bff2bd4a075b979,median_pearson,0.31855332655761226,0.32334769668862723,0.004794370131014969,0.004794370131014969,0.015050447543036027,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_0e5bff2bd4a075b979,mean_mse,0.09032672801164315,0.09087103269043016,0.0005443046787870082,0.0005443046787870082,0.006025953676932115,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_0e5bff2bd4a075b979,mean_mae,0.20675707442067728,0.20797119529500926,0.001214120874331981,0.001214120874331981,0.005872209585736717,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M0,C10mask_0e5bff2bd4a075b979,median_pearson,-0.026016941762046653,-0.018917053915908498,0.007099887846138155,0.007099887846138155,0.272894789521166,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M0,C10mask_0e5bff2bd4a075b979,mean_mse,2.127959222825467,2.245082916892241,0.1171236940667737,0.1171236940667737,0.05504038461378922,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M0,C10mask_0e5bff2bd4a075b979,mean_mae,1.2843569464637707,1.3107234097503553,0.02636646328658454,0.02636646328658454,0.02052892177613047,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M3,C10mask_0e5bff2bd4a075b979,median_pearson,0.31855332655761226,0.3223262571671178,0.003772930609505565,0.003772930609505565,0.011843952942752296,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M3,C10mask_0e5bff2bd4a075b979,mean_mse,0.09032672801164315,0.090356087914582,2.9359902938841387e-05,2.9359902938841387e-05,0.00032504114324894936,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M3,C10mask_0e5bff2bd4a075b979,median_pearson,0.31855332655761226,0.3068822366968001,-0.011671089860812167,0.011671089860812167,-0.036637789932799154,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M3,C10mask_0e5bff2bd4a075b979,mean_mse,0.09032672801164315,0.09082265771477603,0.0004959297031328774,0.0004959297031328774,0.005490398180580081,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M3,C10mask_0e5bff2bd4a075b979,mean_mae,0.20675707442067728,0.2079612938824038,0.0012042194617265245,0.0012042194617265245,0.005824320474163632,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M0,C10mask_1b393fb765401e9bbf,median_pearson,-0.02669424039640325,-0.02669424039640325,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M0,C10mask_1b393fb765401e9bbf,mean_mse,2.150515922483025,2.150515922483025,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M0,C10mask_1b393fb765401e9bbf,mean_mae,1.2918050715100255,1.2918050715100255,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M3,C10mask_1b393fb765401e9bbf,median_pearson,0.28174246923813573,0.2817424692381356,-1.1102230246251565e-16,1.1102230246251565e-16,-3.9405597162093746e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M3,C10mask_1b393fb765401e9bbf,mean_mse,0.0904300419125213,0.0904300419125213,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_1b393fb765401e9bbf,median_pearson,0.28174246923813573,0.2767552329700296,-0.004987236268106154,0.004987236268106154,-0.017701400437045288,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_1b393fb765401e9bbf,mean_mse,0.0904300419125213,0.09080078307855527,0.0003707411660339721,0.0003707411660339721,0.004099756653796683,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_1b393fb765401e9bbf,mean_mae,0.20628558853711262,0.20732861084550552,0.0010430223083928991,0.0010430223083928991,0.0050562054081894825,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M0,C10mask_1b393fb765401e9bbf,median_pearson,-0.02669424039640325,-0.02461029775450125,0.002083942641902002,0.002083942641902002,0.07806712650204461,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M0,C10mask_1b393fb765401e9bbf,mean_mse,2.150515922483025,2.265957315862796,0.1154413933797711,0.1154413933797711,0.053680789885285,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M0,C10mask_1b393fb765401e9bbf,mean_mae,1.2918050715100255,1.317964410640908,0.02615933913088253,0.02615933913088253,0.020250221730670384,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M3,C10mask_1b393fb765401e9bbf,median_pearson,0.28174246923813573,0.28553189353373704,0.003789424295601307,0.003789424295601307,0.013449957707293292,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M0,C10mask_1b393fb765401e9bbf,mean_mae,1.2918050715100255,1.2653201557330929,-0.026484915776932683,0.026484915776932683,-0.020502254063744892,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M3,C10mask_1b393fb765401e9bbf,median_pearson,0.28174246923813573,0.281519439412227,-0.000223029825908716,0.000223029825908716,-0.0007916088281323526,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M3,C10mask_1b393fb765401e9bbf,mean_mse,0.0904300419125213,0.09102153693760809,0.0005914950250867912,0.0005914950250867912,0.006540912871178162,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_32dd89d0eadffad72c,mean_mae,0.2059402123852853,0.20711893054310757,0.0011787181578222783,0.0011787181578222783,0.005723593970161893,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M0,C10mask_32dd89d0eadffad72c,median_pearson,-0.02894119628287131,-0.024395298549791375,0.004545897733079934,0.004545897733079934,0.1570735946312765,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M0,C10mask_32dd89d0eadffad72c,mean_mse,2.155419454704225,2.26917384262373,0.11375438791950465,0.11375438791950465,0.05277598644256204,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M0,C10mask_32dd89d0eadffad72c,mean_mae,1.2932049208841883,1.3186761867211387,0.025471265836950474,0.025471265836950474,0.01969623330812513,per-mask panel metric,APPROXIMATE_RETRAIN,original 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numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_56d020ca9a72ad10c9,mean_mse,0.09068446929912215,0.09100327617640186,0.000318806877279712,0.000318806877279712,0.003515562033319394,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_56d020ca9a72ad10c9,mean_mae,0.20723586889383927,0.20821411308177357,0.0009782441879342962,0.0009782441879342962,0.004720438566720424,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M0,C10mask_56d020ca9a72ad10c9,median_pearson,-0.03306532824939617,-0.03706247496500009,-0.003997146715603923,0.003997146715603923,-0.12088634612834724,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M0,C10mask_56d020ca9a72ad10c9,mean_mse,2.1579206835801252,2.274812256147452,0.11689157256732674,0.11689157256732674,0.05416861400734911,per-mask panel 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numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M0,C10mask_66fc8814eaaa67cb77,mean_mse,2.1491625024001473,2.1491625024001473,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M0,C10mask_66fc8814eaaa67cb77,mean_mae,1.290740843548608,1.290740843548608,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M3,C10mask_66fc8814eaaa67cb77,median_pearson,0.31545550989917953,0.3154555098991794,-1.1102230246251565e-16,1.1102230246251565e-16,-3.519428222952856e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M3,C10mask_66fc8814eaaa67cb77,mean_mse,0.08975072621196349,0.08975072621196346,-2.7755575615628914e-17,2.7755575615628914e-17,-3.092518220975596e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_a509369b001237f2b3,mean_mse,0.09081669342991024,0.09099624090085205,0.00017954747094181545,0.00017954747094181545,0.001977031580437193,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_a509369b001237f2b3,mean_mae,0.20842765355996945,0.20928309353049562,0.0008554399705261728,0.0008554399705261728,0.004104253710652857,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M0,C10mask_a509369b001237f2b3,median_pearson,-0.02906193791925018,-0.0345440886747384,-0.005482150755488219,0.005482150755488219,-0.18863679258831967,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M0,C10mask_a509369b001237f2b3,mean_mse,2.1483227040974335,2.262124019546155,0.11380131544872141,0.11380131544872141,0.05297216997784898,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M0,C10mask_a509369b001237f2b3,mean_mae,1.291245993828908,1.3165369073429387,0.025290913514030677,0.025290913514030677,0.01958644103052432,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M3,C10mask_a509369b001237f2b3,median_pearson,0.3003751387034955,0.3022093541141422,0.0018342154106466557,0.0018342154106466557,0.00610641552614391,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M3,C10mask_a509369b001237f2b3,mean_mse,0.09081669342991024,0.09112629608347746,0.0003096026535672203,0.0003096026535672203,0.003409094097949766,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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numerical export,seed2, +tier_b_primary_mask,BASS_P22,M3,C10mask_a509369b001237f2b3,median_pearson,0.3003751387034955,0.2969038458004736,-0.0034712929030219497,0.0034712929030219497,-0.01155652534362543,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M3,C10mask_a509369b001237f2b3,mean_mse,0.09081669342991024,0.09139623098611305,0.000579537556202811,0.000579537556202811,0.006381398995219769,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M3,C10mask_a509369b001237f2b3,mean_mae,0.20842765355996945,0.20971073229351622,0.001283078733546772,0.001283078733546772,0.006155990875642615,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M0,C10mask_af7633a1194fd6fab8,median_pearson,-0.026971836447988444,-0.026971836447988444,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M0,C10mask_af7633a1194fd6fab8,mean_mse,2.1521542075279423,2.1521542075279423,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M0,C10mask_af7633a1194fd6fab8,mean_mae,1.292351872339422,1.292351872339422,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M3,C10mask_af7633a1194fd6fab8,median_pearson,0.28831640709915884,0.28831640709915884,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P22,M3,C10mask_af7633a1194fd6fab8,mean_mse,0.09164563123131553,0.09164563123131553,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_af7633a1194fd6fab8,median_pearson,0.28831640709915884,0.28694382774135196,-0.0013725793578068801,0.0013725793578068801,-0.004760670305296978,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_af7633a1194fd6fab8,mean_mse,0.09164563123131553,0.09237329997234828,0.0007276687410327498,0.0007276687410327498,0.00794002650487614,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_af7633a1194fd6fab8,mean_mae,0.20733010264050122,0.20863473348884157,0.0013046308483403435,0.0013046308483403435,0.006292529795359722,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M0,C10mask_af7633a1194fd6fab8,median_pearson,-0.026971836447988444,-0.025079515330959028,0.0018923211170294163,0.0018923211170294163,0.0701591499221235,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M0,C10mask_af7633a1194fd6fab8,mean_mse,2.1521542075279423,2.2669179067075564,0.11476369917961415,0.11476369917961415,0.05332503534281436,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M0,C10mask_af7633a1194fd6fab8,mean_mae,1.292351872339422,1.3183334351222171,0.025981562782795065,0.025981562782795065,0.020104093427560952,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M3,C10mask_af7633a1194fd6fab8,median_pearson,0.28831640709915884,0.29289564702870197,0.004579239929543122,0.004579239929543122,0.01588268935374258,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M0,C10mask_af7633a1194fd6fab8,mean_mae,1.292351872339422,1.2672698442207448,-0.025082028118677213,0.025082028118677213,-0.019408048733100525,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M3,C10mask_af7633a1194fd6fab8,median_pearson,0.28831640709915884,0.28111792308125183,-0.007198484017907014,0.007198484017907014,-0.02496730619784425,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M3,C10mask_af7633a1194fd6fab8,mean_mse,0.09164563123131553,0.0920317798853234,0.00038614865400787846,0.00038614865400787846,0.004213497673808706,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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+tier_b_primary_mask,BASS_P22,M0,C10mask_c821a58fbfa6597318,mean_mse,2.1524561483535396,2.2133696398990677,0.06091349154552805,0.06091349154552805,0.02829952730610661,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M0,C10mask_c821a58fbfa6597318,mean_mae,1.2921676275528653,1.3234753487992819,0.031307721246416564,0.031307721246416564,0.02422883887418523,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_c821a58fbfa6597318,median_pearson,0.2837433124568503,0.28311406653196186,-0.0006292459248884441,0.0006292459248884441,-0.002217659050498804,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_c821a58fbfa6597318,mean_mse,0.08959556098396572,0.09005665188707908,0.0004610909031133592,0.0004610909031133592,0.005146358793332154,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M3,C10mask_c821a58fbfa6597318,mean_mae,0.20688274029066125,0.20796839500742612,0.0010856547167648611,0.0010856547167648611,0.005247681441378645,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P22,M0,C10mask_c821a58fbfa6597318,median_pearson,-0.0321365508403818,-0.03022654863053735,0.0019100022098444483,0.0019100022098444483,0.05943395168109947,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M0,C10mask_c821a58fbfa6597318,mean_mse,2.1524561483535396,2.2702163015779435,0.11776015322440392,0.11776015322440392,0.05470966426632255,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M0,C10mask_c821a58fbfa6597318,mean_mae,1.2921676275528653,1.318791064976956,0.02662343742409079,0.02662343742409079,0.020603702535491333,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M3,C10mask_c821a58fbfa6597318,median_pearson,0.2837433124568503,0.2854334408349564,0.001690128378106115,0.001690128378106115,0.005956539956736911,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M3,C10mask_c821a58fbfa6597318,mean_mse,0.08959556098396572,0.08980209047533626,0.00020652949137053844,0.00020652949137053844,0.002305130846912154,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P22,M3,C10mask_c821a58fbfa6597318,mean_mae,0.20688274029066125,0.20740335898930307,0.0005206186986418115,0.0005206186986418115,0.002516491699164294,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M3,C10mask_c821a58fbfa6597318,mean_mse,0.08959556098396572,0.08999596217412037,0.0004004011901546506,0.0004004011901546506,0.004468984688050645,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P22,M3,C10mask_c821a58fbfa6597318,mean_mae,0.20688274029066125,0.207988827673377,0.0011060873827157536,0.0011060873827157536,0.005346445919856576,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M0,C10mask_1c8a46ea8ecfaa2c98,median_pearson,0.26443348134024414,0.26443348134024414,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M0,C10mask_1c8a46ea8ecfaa2c98,mean_mse,2.178082107535174,2.178082107535174,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M0,C10mask_1c8a46ea8ecfaa2c98,mean_mae,1.3136811416503564,1.3136811416503564,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M3,C10mask_1c8a46ea8ecfaa2c98,median_pearson,0.5008486181305312,0.5008486181305312,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M3,C10mask_1c8a46ea8ecfaa2c98,mean_mse,0.06352301891350332,0.06352301891350332,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M3,C10mask_1c8a46ea8ecfaa2c98,mean_mae,0.15000973917291505,0.15000973917291505,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M0,C10mask_1c8a46ea8ecfaa2c98,median_pearson,0.26443348134024414,0.2553223139607512,-0.009111167379492913,0.009111167379492913,-0.03445542271468134,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M0,C10mask_1c8a46ea8ecfaa2c98,mean_mse,2.178082107535174,2.3624031033468573,0.18432099581168337,0.18432099581168337,0.08462536613014565,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M0,C10mask_1c8a46ea8ecfaa2c98,mean_mae,1.3136811416503564,1.3780238670331948,0.06434272538283836,0.06434272538283836,0.048978951849765945,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M3,C10mask_1c8a46ea8ecfaa2c98,median_pearson,0.5008486181305312,0.49405723869150625,-0.006791379439024914,0.006791379439024914,-0.013559744787505722,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M3,C10mask_1c8a46ea8ecfaa2c98,mean_mse,0.06352301891350332,0.06436383077890057,0.0008408118653972507,0.0008408118653972507,0.013236333533551825,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M3,C10mask_1c8a46ea8ecfaa2c98,mean_mae,0.15000973917291505,0.15271722614613814,0.0027074869732230944,0.0027074869732230944,0.018048741289405187,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M0,C10mask_1c8a46ea8ecfaa2c98,median_pearson,0.26443348134024414,0.2837650520467032,0.019331570706459078,0.019331570706459078,0.07310560904950354,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_1c8a46ea8ecfaa2c98,mean_mse,2.178082107535174,2.2438867851489395,0.06580467761376552,0.06580467761376552,0.03021221164533295,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_1c8a46ea8ecfaa2c98,mean_mae,1.3136811416503564,1.3301952872959013,0.016514145645544875,0.016514145645544875,0.01257089343978739,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_1c8a46ea8ecfaa2c98,median_pearson,0.5008486181305312,0.5028982984331791,0.0020496803026479604,0.0020496803026479604,0.004092414810484259,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_1c8a46ea8ecfaa2c98,mean_mse,0.06352301891350332,0.06304075099729067,-0.000482267916212642,0.000482267916212642,-0.007592018207908638,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, 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export,seed2, +tier_b_primary_mask,BASS_P23,M3,C10mask_1c8a46ea8ecfaa2c98,median_pearson,0.5008486181305312,0.5025435599247133,0.0016949417941821698,0.0016949417941821698,0.003384139903407768,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M3,C10mask_1c8a46ea8ecfaa2c98,mean_mse,0.06352301891350332,0.06411566068558519,0.0005926417720818755,0.0005926417720818755,0.009329559303358229,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M3,C10mask_1c8a46ea8ecfaa2c98,mean_mae,0.15000973917291505,0.15038703255576974,0.00037729338285469316,0.00037729338285469316,0.0025151259173898707,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M0,C10mask_288e38b812ab24c6cf,median_pearson,0.26726698514616665,0.26726698514616665,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M0,C10mask_288e38b812ab24c6cf,median_pearson,0.26726698514616665,0.24649096210090346,-0.020776023045263187,0.020776023045263187,-0.07773508962919946,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M0,C10mask_288e38b812ab24c6cf,mean_mse,2.1522090162522245,2.3398191640897905,0.18761014783756602,0.18761014783756602,0.08717097011528334,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M0,C10mask_288e38b812ab24c6cf,mean_mae,1.3053831211389066,1.370791525249546,0.0654084041106393,0.0654084041106393,0.050106672172666435,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M3,C10mask_288e38b812ab24c6cf,median_pearson,0.5532494862927211,0.5474159280733406,-0.005833558219380475,0.005833558219380475,-0.010544172862175913,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M3,C10mask_288e38b812ab24c6cf,mean_mse,0.058797913593223367,0.059662564009262196,0.0008646504160388299,0.0008646504160388299,0.014705460843741289,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M3,C10mask_288e38b812ab24c6cf,mean_mae,0.1443382341387049,0.14705053019769754,0.002712296058992647,0.002712296058992647,0.018791251501568244,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M0,C10mask_288e38b812ab24c6cf,median_pearson,0.26726698514616665,0.2790386250548427,0.01177163990867608,0.01177163990867608,0.04404449693716657,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_288e38b812ab24c6cf,mean_mse,2.1522090162522245,2.213297195580203,0.0610881793279785,0.0610881793279785,0.028383943597799412,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_288e38b812ab24c6cf,mean_mae,1.3053831211389066,1.3205983030537376,0.015215181914830955,0.015215181914830955,0.011655721349879395,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_288e38b812ab24c6cf,median_pearson,0.5532494862927211,0.5544515429711049,0.0012020566783838005,0.0012020566783838005,0.0021727208215568034,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_288e38b812ab24c6cf,mean_mse,0.058797913593223367,0.05833151824027819,-0.0004663953529451745,0.0004663953529451745,-0.007932175215804391,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_288e38b812ab24c6cf,mean_mae,0.1443382341387049,0.1447230671383698,0.000384832999664908,0.000384832999664908,0.0026661889135701534,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_288e38b812ab24c6cf,median_pearson,0.26726698514616665,0.25740152238467867,-0.009865462761487975,0.009865462761487975,-0.036912388397289754,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M0,C10mask_288e38b812ab24c6cf,mean_mse,2.1522090162522245,2.0593395080556447,-0.0928695081965798,0.0928695081965798,-0.04315078484258897,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M0,C10mask_288e38b812ab24c6cf,mean_mae,1.3053831211389066,1.253793828000064,-0.05158929313884264,0.05158929313884264,-0.039520423011010414,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M3,C10mask_288e38b812ab24c6cf,median_pearson,0.5532494862927211,0.5520915965359494,-0.0011578897567716684,0.0011578897567716684,-0.002092888986722051,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M3,C10mask_288e38b812ab24c6cf,mean_mse,0.058797913593223367,0.059349467510220064,0.0005515539169966971,0.0005515539169966971,0.009380501505758622,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M3,C10mask_288e38b812ab24c6cf,mean_mae,0.1443382341387049,0.14472141191649868,0.00038317777779378615,0.00038317777779378615,0.002654721253036554,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M0,C10mask_4b690f99f42bafeada,median_pearson,0.26646217762253327,0.26646217762253327,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M0,C10mask_4b690f99f42bafeada,mean_mse,2.1532134820960946,2.1532134820960946,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M0,C10mask_4b690f99f42bafeada,mean_mae,1.305041592594899,1.305041592594899,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M3,C10mask_4b690f99f42bafeada,median_pearson,0.47559256752873263,0.47559256752873263,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M3,C10mask_4b690f99f42bafeada,mean_mse,0.06115333478979176,0.06115333478979176,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M3,C10mask_4b690f99f42bafeada,mean_mae,0.1470489541664771,0.1470489541664771,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M0,C10mask_4b690f99f42bafeada,median_pearson,0.26646217762253327,0.2505719325546796,-0.015890245067853692,0.015890245067853692,-0.05963414849203702,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M0,C10mask_4b690f99f42bafeada,mean_mse,2.1532134820960946,2.340025551930536,0.18681206983444154,0.18681206983444154,0.08675966010234391,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M0,C10mask_4b690f99f42bafeada,mean_mae,1.305041592594899,1.3701201499200044,0.06507855732510537,0.06507855732510537,0.049867036954512264,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, 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C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_4b690f99f42bafeada,mean_mse,2.1532134820960946,2.2135627878658246,0.060349305769729966,0.060349305769729966,0.028027553362233996,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_4b690f99f42bafeada,mean_mae,1.305041592594899,1.3197877109576452,0.014746118362746197,0.014746118362746197,0.011299347428019923,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_4b690f99f42bafeada,median_pearson,0.47559256752873263,0.47694566211469647,0.0013530945859638321,0.0013530945859638321,0.0028450709248774913,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_4b690f99f42bafeada,mean_mse,0.06115333478979176,0.06074053965242356,-0.00041279513736820067,0.00041279513736820067,-0.006750165608909818,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_4b690f99f42bafeada,mean_mae,0.1470489541664771,0.14737892376629874,0.0003299695998216501,0.0003299695998216501,0.002243943873603377,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_4b690f99f42bafeada,median_pearson,0.26646217762253327,0.2624119419320848,-0.004050235690448489,0.004050235690448489,-0.015200039745175387,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M0,C10mask_4b690f99f42bafeada,mean_mse,2.1532134820960946,2.062059719926285,-0.09115376216980975,0.09115376216980975,-0.042333824735796305,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M0,C10mask_64e7703b3fc646fd5a,median_pearson,0.26730365318621047,0.26730365318621047,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M0,C10mask_64e7703b3fc646fd5a,mean_mse,2.1573553265568814,2.1573553265568814,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M0,C10mask_64e7703b3fc646fd5a,mean_mae,1.3071603846126088,1.3071603846126088,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M3,C10mask_64e7703b3fc646fd5a,median_pearson,0.5400602082873833,0.5400602082873833,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M3,C10mask_64e7703b3fc646fd5a,mean_mse,0.062314531915931344,0.06231453191593134,-6.938893903907228e-18,6.938893903907228e-18,-1.113527405335966e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M3,C10mask_64e7703b3fc646fd5a,mean_mae,0.1489865328505404,0.14898653285054042,2.7755575615628914e-17,2.7755575615628914e-17,1.862958690600084e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P23,M0,C10mask_64e7703b3fc646fd5a,median_pearson,0.26730365318621047,0.24320332954932283,-0.024100323636887633,0.024100323636887633,-0.09016084647409865,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M0,C10mask_64e7703b3fc646fd5a,mean_mse,2.1573553265568814,2.3435964294714693,0.18624110291458784,0.18624110291458784,0.08632843214187941,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M0,C10mask_64e7703b3fc646fd5a,mean_mae,1.3071603846126088,1.3722046271118544,0.06504424249924567,0.06504424249924567,0.049759955446111725,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M3,C10mask_64e7703b3fc646fd5a,median_pearson,0.5400602082873833,0.533777850671056,-0.006282357616327339,0.006282357616327339,-0.011632698576793303,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M3,C10mask_64e7703b3fc646fd5a,mean_mse,0.062314531915931344,0.06310893458620925,0.0007944026702779092,0.0007944026702779092,0.012748273089006579,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M3,C10mask_64e7703b3fc646fd5a,mean_mae,0.1489865328505404,0.1516636124982088,0.0026770796476684178,0.0026770796476684178,0.017968601567189955,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M0,C10mask_64e7703b3fc646fd5a,median_pearson,0.26730365318621047,0.27267545141279836,0.005371798226587898,0.005371798226587898,0.020096239473561435,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_64e7703b3fc646fd5a,mean_mse,2.1573553265568814,2.2188301524651295,0.06147482590824804,0.06147482590824804,0.028495456984529887,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_64e7703b3fc646fd5a,mean_mae,1.3071603846126088,1.3225137296144873,0.015353345001878571,0.015353345001878571,0.011745570920456484,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_64e7703b3fc646fd5a,median_pearson,0.5400602082873833,0.5429026807888492,0.0028424725014658536,0.0028424725014658536,0.005263251129868992,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_64e7703b3fc646fd5a,mean_mse,0.062314531915931344,0.06195212078219183,-0.0003624111337395125,0.0003624111337395125,-0.005815836572895101,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_64e7703b3fc646fd5a,mean_mae,0.1489865328505404,0.14935752588600829,0.00037099303546789253,0.00037099303546789253,0.0024901112091793125,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_64e7703b3fc646fd5a,median_pearson,0.26730365318621047,0.25002056327974587,-0.0172830899064646,0.0172830899064646,-0.06465714067298872,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M0,C10mask_64e7703b3fc646fd5a,mean_mse,2.1573553265568814,2.0658798024738787,-0.09147552408300275,0.09147552408300275,-0.04240169570443308,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M0,C10mask_64e7703b3fc646fd5a,mean_mae,1.3071603846126088,1.2558527219732007,-0.051307662639408,0.051307662639408,-0.039251237448275016,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M3,C10mask_64e7703b3fc646fd5a,median_pearson,0.5400602082873833,0.5407785006491685,0.0007182923617852222,0.0007182923617852222,0.0013300227470248943,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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export,seed0, +tier_b_primary_mask,BASS_P23,M3,C10mask_657c93f94a151cf3e2,mean_mse,0.061237004196640174,0.06213655439799577,0.0008995502013555978,0.0008995502013555978,0.014689650696611845,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M3,C10mask_657c93f94a151cf3e2,mean_mae,0.1483561414639283,0.15114956479601926,0.002793423332090955,0.002793423332090955,0.018829172183412138,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P23,M0,C10mask_657c93f94a151cf3e2,median_pearson,0.2600168074692216,0.27141631862853605,0.011399511159314424,0.011399511159314424,0.04384143959872206,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_657c93f94a151cf3e2,mean_mse,2.176654759939204,2.241397126127735,0.06474236618853091,0.06474236618853091,0.02974397565479756,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_657c93f94a151cf3e2,mean_mae,1.314204664877197,1.3307999309430663,0.016595266065869252,0.016595266065869252,0.012627611596113121,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_657c93f94a151cf3e2,median_pearson,0.5319230622108415,0.5336696574127993,0.0017465952019577458,0.0017465952019577458,0.003283548554368634,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_657c93f94a151cf3e2,mean_mse,0.061237004196640174,0.060768966972130384,-0.00046803722450979024,0.00046803722450979024,-0.007643045747418675,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_657c93f94a151cf3e2,mean_mae,0.1483561414639283,0.1486420690920692,0.0002859276281408918,0.0002859276281408918,0.001927305639789863,per-mask panel 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numerical export,seed0, +tier_b_primary_mask,BASS_P23,M0,C10mask_8a6ad8f20b76760c7d,median_pearson,0.26368681009488587,0.2722264222377666,0.008539612142880737,0.008539612142880737,0.032385435357224795,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_8a6ad8f20b76760c7d,mean_mse,2.185370596168636,2.2524051315763773,0.06703453540774129,0.06703453540774129,0.03067421860862656,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_8a6ad8f20b76760c7d,mean_mae,1.3157794366699858,1.3328646163651936,0.01708517969520784,0.01708517969520784,0.012984835618382614,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_8a6ad8f20b76760c7d,median_pearson,0.5281584292478697,0.529121805449287,0.0009633762014172875,0.0009633762014172875,0.001824028829359393,per-mask panel 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C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_eedd63f26b019d51ac,mean_mse,2.1781503000934577,2.2390954205818194,0.06094512048836176,0.06094512048836176,0.02798021811706327,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_eedd63f26b019d51ac,mean_mae,1.314090491674576,1.3298568725569444,0.01576638088236848,0.01576638088236848,0.011997941528575416,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_eedd63f26b019d51ac,median_pearson,0.5276984629605518,0.5291272309985413,0.0014287680379895251,0.0014287680379895251,0.002707546332376437,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_eedd63f26b019d51ac,mean_mse,0.06043825846712275,0.060099088989943296,-0.00033916947717945595,0.00033916947717945595,-0.005611834056468679,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M3,C10mask_eedd63f26b019d51ac,mean_mae,0.1483587917599816,0.1487400312727392,0.0003812395127575918,0.0003812395127575918,0.0025697129791564374,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P23,M0,C10mask_eedd63f26b019d51ac,median_pearson,0.26797901617622544,0.25654016115861894,-0.011438855017606497,0.011438855017606497,-0.04268563703541699,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M0,C10mask_eedd63f26b019d51ac,mean_mse,2.1781503000934577,2.088604080203797,-0.0895462198896606,0.0895462198896606,-0.041111129882000545,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M0,C10mask_eedd63f26b019d51ac,mean_mae,1.314090491674576,1.263142434811244,-0.050948056863331814,0.050948056863331814,-0.038770584815972245,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M3,C10mask_eedd63f26b019d51ac,median_pearson,0.5276984629605518,0.5284973047829863,0.000798841822434504,0.000798841822434504,0.0015138225303002665,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M3,C10mask_eedd63f26b019d51ac,mean_mse,0.06043825846712275,0.06088874007607133,0.0004504816089485747,0.0004504816089485747,0.007453583547474784,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P23,M3,C10mask_eedd63f26b019d51ac,mean_mae,0.1483587917599816,0.1487198512291445,0.0003610594691628999,0.0003610594691628999,0.0024336910868553753,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_02dfef4cd0e2f61a03,median_pearson,0.10623270753285911,0.10623270753285911,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_02dfef4cd0e2f61a03,mean_mse,1.6318219746307958,1.6318219746307958,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_02dfef4cd0e2f61a03,mean_mae,1.0993330790793332,1.0993330790793332,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_02dfef4cd0e2f61a03,median_pearson,0.3477100777703973,0.34771007777039725,-5.551115123125783e-17,5.551115123125783e-17,-1.5964780654966633e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_02dfef4cd0e2f61a03,mean_mse,0.052061058625345845,0.052061058625345845,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_02dfef4cd0e2f61a03,mean_mae,0.1387964510020047,0.13879645100200472,2.7755575615628914e-17,2.7755575615628914e-17,1.9997323717757042e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_02dfef4cd0e2f61a03,median_pearson,0.10623270753285911,0.11243328592320062,0.006200578390341507,0.006200578390341507,0.058367884377074644,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_02dfef4cd0e2f61a03,mean_mse,1.6318219746307958,1.7309199819772274,0.0990980073464316,0.0990980073464316,0.060728442738891775,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_02dfef4cd0e2f61a03,mean_mae,1.0993330790793332,1.1356806512813267,0.03634757220199347,0.03634757220199347,0.03306329345827904,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_02dfef4cd0e2f61a03,median_pearson,0.3477100777703973,0.3556573104627366,0.007947232692339268,0.007947232692339268,0.02285591704243628,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_02dfef4cd0e2f61a03,mean_mse,0.052061058625345845,0.05267490343038692,0.0006138448050410777,0.0006138448050410777,0.011790862906929602,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_02dfef4cd0e2f61a03,mean_mae,0.1387964510020047,0.14070484554395818,0.0019083945419534898,0.0019083945419534898,0.013749591781175486,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_02dfef4cd0e2f61a03,median_pearson,0.10623270753285911,0.08145393369437637,-0.024778773838482746,0.024778773838482746,-0.23324995111151017,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_02dfef4cd0e2f61a03,mean_mse,1.6318219746307958,1.7797297751716707,0.14790780054087493,0.14790780054087493,0.0906396670962465,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_02dfef4cd0e2f61a03,mean_mae,1.0993330790793332,1.1584425635446793,0.05910948446534614,0.05910948446534614,0.05376849436282679,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_02dfef4cd0e2f61a03,median_pearson,0.3477100777703973,0.3466561917076224,-0.0010538860627749003,0.0010538860627749003,-0.0030309333267895984,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_02dfef4cd0e2f61a03,mean_mse,0.052061058625345845,0.052290221198364815,0.00022916257301897058,0.00022916257301897058,0.004401803940794303,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_02dfef4cd0e2f61a03,mean_mae,0.1387964510020047,0.14003178979559078,0.0012353387935860882,0.0012353387935860882,0.008900362975190524,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_02dfef4cd0e2f61a03,median_pearson,0.10623270753285911,0.059537698674004214,-0.0466950088588549,0.0466950088588549,-0.4395539748849152,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_02dfef4cd0e2f61a03,mean_mse,1.6318219746307958,1.5852281742042518,-0.04659380042654404,0.04659380042654404,-0.028553237516663554,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_02dfef4cd0e2f61a03,mean_mae,1.0993330790793332,1.069201587839797,-0.03013149123953629,0.03013149123953629,-0.027408882542469055,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_02dfef4cd0e2f61a03,median_pearson,0.3477100777703973,0.3422700024979304,-0.005440075272466927,0.005440075272466927,-0.015645434573970447,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_02dfef4cd0e2f61a03,mean_mse,0.052061058625345845,0.05247653960170769,0.00041548097636184833,0.00041548097636184833,0.007980647864881719,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_02dfef4cd0e2f61a03,mean_mae,0.1387964510020047,0.13977065999042163,0.0009742089884169358,0.0009742089884169358,0.00701897621577417,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_3621a97ab992458a4d,median_pearson,0.10942301550566957,0.10942301550566957,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_3621a97ab992458a4d,mean_mse,1.6245452021393079,1.6245452021393079,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_3621a97ab992458a4d,mean_mae,1.09742897468839,1.09742897468839,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_3621a97ab992458a4d,median_pearson,0.32056210706942867,0.3205621070694286,-5.551115123125783e-17,5.551115123125783e-17,-1.7316816307061206e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_3621a97ab992458a4d,mean_mse,0.05018678890192645,0.05018678890192645,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_3621a97ab992458a4d,mean_mae,0.13455132304715237,0.13455132304715237,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_3621a97ab992458a4d,median_pearson,0.10942301550566957,0.11404428454975571,0.004621269044086135,0.004621269044086135,0.0422330624204621,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_3621a97ab992458a4d,mean_mse,1.6245452021393079,1.7209312300510242,0.09638602791171635,0.09638602791171635,0.05933108403803655,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_3621a97ab992458a4d,mean_mae,1.09742897468839,1.1328654737087431,0.03543649902035306,0.03543649902035306,0.03229047149079975,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_3621a97ab992458a4d,median_pearson,0.32056210706942867,0.32488922401240067,0.004327116942971998,0.004327116942971998,0.01349852913848864,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_3621a97ab992458a4d,mean_mse,0.05018678890192645,0.05096696468554273,0.000780175783616277,0.000780175783616277,0.015545441353916339,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_3621a97ab992458a4d,mean_mae,0.13455132304715237,0.13653585055460432,0.0019845275074519553,0.0019845275074519553,0.014749223288993557,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_3621a97ab992458a4d,median_pearson,0.10942301550566957,0.0917386389606533,-0.01768437654501627,0.01768437654501627,-0.16161477969961432,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_3621a97ab992458a4d,mean_mse,1.6245452021393079,1.7783177585633487,0.15377255642404086,0.15377255642404086,0.09465575732921623,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_3621a97ab992458a4d,mean_mae,1.09742897468839,1.1585837588793724,0.0611547841909823,0.0611547841909823,0.05572550534156156,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_3621a97ab992458a4d,median_pearson,0.32056210706942867,0.31591424464243023,-0.004647862426998439,0.004647862426998439,-0.014499101186628355,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_3621a97ab992458a4d,mean_mse,0.05018678890192645,0.05019044323538578,3.6543334593283627e-06,3.6543334593283627e-06,7.28146498168981e-05,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_3621a97ab992458a4d,mean_mae,0.13455132304715237,0.13559186967329773,0.001040546626145361,0.001040546626145361,0.007733455179632164,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_3621a97ab992458a4d,median_pearson,0.10942301550566957,0.06612603469504547,-0.04329698081062411,0.04329698081062411,-0.3956844052463601,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_3621a97ab992458a4d,mean_mse,1.6245452021393079,1.5753277220235424,-0.04921748011576543,0.04921748011576543,-0.03029615922718101,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_3621a97ab992458a4d,mean_mae,1.09742897468839,1.0658033567333884,-0.03162561795500163,0.03162561795500163,-0.02881791777365964,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_3621a97ab992458a4d,median_pearson,0.32056210706942867,0.3128727922993284,-0.007689314770100264,0.007689314770100264,-0.02398697350849045,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_3621a97ab992458a4d,mean_mse,0.05018678890192645,0.05066287659414209,0.000476087692215639,0.000476087692215639,0.009486315076782369,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_3621a97ab992458a4d,mean_mae,0.13455132304715237,0.13581755752899113,0.0012662344818387683,0.0012662344818387683,0.009410791757097975,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_4d06ceecc50bf7e911,median_pearson,0.11981203367246529,0.11981203367246529,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_4d06ceecc50bf7e911,mean_mse,1.6212574582076167,1.6212574582076167,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_4d06ceecc50bf7e911,mean_mae,1.0961288593470675,1.0961288593470675,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_4d06ceecc50bf7e911,median_pearson,0.28336273934714384,0.2833627393471437,-1.6653345369377348e-16,1.6653345369377348e-16,-5.877041352630193e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_4d06ceecc50bf7e911,mean_mse,0.052071783723813214,0.052071783723813214,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_4d06ceecc50bf7e911,mean_mae,0.1373419185262848,0.13734191852628477,-2.7755575615628914e-17,2.7755575615628914e-17,-2.020910725105168e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_4d06ceecc50bf7e911,median_pearson,0.11981203367246529,0.11563918392188506,-0.004172849750580229,0.004172849750580229,-0.034828302489111465,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_4d06ceecc50bf7e911,mean_mse,1.6212574582076167,1.7188644636036507,0.09760700539603406,0.09760700539603406,0.060204506632736556,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_4d06ceecc50bf7e911,mean_mae,1.0961288593470675,1.1320830986453163,0.035954239298248813,0.035954239298248813,0.032801106358668196,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_4d06ceecc50bf7e911,median_pearson,0.28336273934714384,0.29033372297369203,0.006970983626548188,0.006970983626548188,0.024600918393889927,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_4d06ceecc50bf7e911,mean_mse,0.052071783723813214,0.0526657921034085,0.0005940083795952858,0.0005940083795952858,0.011407490527804539,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_4d06ceecc50bf7e911,mean_mae,0.1373419185262848,0.1392912023438846,0.0019492838175997895,0.0019492838175997895,0.01419292695570385,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_4d06ceecc50bf7e911,median_pearson,0.11981203367246529,0.09117534767659188,-0.028636685995873407,0.028636685995873407,-0.23901343728259053,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_4d06ceecc50bf7e911,mean_mse,1.6212574582076167,1.7710183020795436,0.1497608438719269,0.1497608438719269,0.09237326441507643,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_4d06ceecc50bf7e911,mean_mae,1.0961288593470675,1.1560235605474727,0.05989470120040519,0.05989470120040519,0.05464202560644443,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_4d06ceecc50bf7e911,median_pearson,0.28336273934714384,0.2779745685812679,-0.005388170765875944,0.005388170765875944,-0.019015099791490117,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_4d06ceecc50bf7e911,mean_mse,0.052071783723813214,0.05226548384739578,0.00019370012358256583,0.00019370012358256583,0.003719867262660792,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_4d06ceecc50bf7e911,mean_mae,0.1373419185262848,0.13858620245497663,0.0012442839286918306,0.0012442839286918306,0.009059753511843486,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_4d06ceecc50bf7e911,median_pearson,0.11981203367246529,0.06531420874448597,-0.05449782492797932,0.05449782492797932,-0.4548610290428931,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_4d06ceecc50bf7e911,mean_mse,1.6212574582076167,1.5760543472133182,-0.04520311099429852,0.04520311099429852,-0.027881513059790565,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_4d06ceecc50bf7e911,mean_mae,1.0961288593470675,1.0661066238226289,-0.030022235524438612,0.030022235524438612,-0.02738933043175416,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_4d06ceecc50bf7e911,median_pearson,0.28336273934714384,0.2737723623440423,-0.009590377003101558,0.009590377003101558,-0.0338448768006598,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_4d06ceecc50bf7e911,mean_mse,0.052071783723813214,0.05255317836437124,0.00048139464055802633,0.00048139464055802633,0.009244827162275166,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_4d06ceecc50bf7e911,mean_mae,0.1373419185262848,0.1383711368786502,0.001029218352365413,0.001029218352365413,0.0074938399245416025,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_59d7be6d045d5ef739,median_pearson,0.1064279223176777,0.1064279223176777,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_59d7be6d045d5ef739,mean_mse,1.6359236612289771,1.6359236612289771,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_59d7be6d045d5ef739,mean_mae,1.1043159671479008,1.1043159671479008,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_59d7be6d045d5ef739,median_pearson,0.3073486372197246,0.3073486372197246,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_59d7be6d045d5ef739,mean_mse,0.05116945005083109,0.05116945005083109,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_59d7be6d045d5ef739,mean_mae,0.13594341516098096,0.13594341516098096,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_59d7be6d045d5ef739,median_pearson,0.1064279223176777,0.11334178595533581,0.006913863637658113,0.006913863637658113,0.06496287334277613,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_59d7be6d045d5ef739,mean_mse,1.6359236612289771,1.7282509225193539,0.09232726129037672,0.09232726129037672,0.056437389762439436,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_59d7be6d045d5ef739,mean_mae,1.1043159671479008,1.13810870558124,0.03379273843333919,0.03379273843333919,0.03060060656427449,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_59d7be6d045d5ef739,median_pearson,0.3073486372197246,0.3154930883834632,0.008144451163738575,0.008144451163738575,0.026499063855995167,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_59d7be6d045d5ef739,mean_mse,0.05116945005083109,0.05168613448868774,0.0005166844378566501,0.0005166844378566501,0.010097517900688444,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_59d7be6d045d5ef739,mean_mae,0.13594341516098096,0.1376911143194262,0.0017476991584452484,0.0017476991584452484,0.012856078070244628,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_59d7be6d045d5ef739,median_pearson,0.1064279223176777,0.07425334292502002,-0.03217457939265768,0.03217457939265768,-0.302313328043927,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_59d7be6d045d5ef739,mean_mse,1.6359236612289771,1.7914428960081914,0.15551923477921425,0.15551923477921425,0.09506509286770841,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_59d7be6d045d5ef739,mean_mae,1.1043159671479008,1.166198055499239,0.06188208835133824,0.06188208835133824,0.05603657847233715,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_59d7be6d045d5ef739,median_pearson,0.3073486372197246,0.288894136764436,-0.018454500455288625,0.018454500455288625,-0.06004419158070136,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_59d7be6d045d5ef739,mean_mse,0.05116945005083109,0.05134334453878285,0.00017389448795176315,0.00017389448795176315,0.0033984044733531152,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_59d7be6d045d5ef739,mean_mae,0.13594341516098096,0.13724634932935867,0.0013029341683777063,0.0013029341683777063,0.009584386024397007,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_59d7be6d045d5ef739,median_pearson,0.1064279223176777,0.06241730463266939,-0.04401061768500831,0.04401061768500831,-0.413525104376656,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_59d7be6d045d5ef739,mean_mse,1.6359236612289771,1.5880200543685639,-0.047903606860413284,0.047903606860413284,-0.02928229965475651,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_59d7be6d045d5ef739,mean_mae,1.1043159671479008,1.072198633625849,-0.032117333522051705,0.032117333522051705,-0.029083463861344527,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_59d7be6d045d5ef739,median_pearson,0.3073486372197246,0.2818032481216197,-0.025545389098104887,0.025545389098104887,-0.08311534851492573,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_59d7be6d045d5ef739,mean_mse,0.05116945005083109,0.0517342009687577,0.0005647509179266125,0.0005647509179266125,0.011036876835017691,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_59d7be6d045d5ef739,mean_mae,0.13594341516098096,0.13713959649648663,0.0011961813355056694,0.0011961813355056694,0.008799111998835544,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_a06622695e6e4ae3c0,median_pearson,0.1114480349212085,0.1114480349212085,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_a06622695e6e4ae3c0,mean_mse,1.6458609849614072,1.6458609849614072,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_a06622695e6e4ae3c0,mean_mae,1.1065088903670832,1.1065088903670832,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_a06622695e6e4ae3c0,median_pearson,0.29530038845499057,0.29530038845499046,-1.1102230246251565e-16,1.1102230246251565e-16,-3.759639567133098e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_a06622695e6e4ae3c0,mean_mse,0.05672580669366046,0.05672580669366047,1.3877787807814457e-17,1.3877787807814457e-17,2.446468127418522e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_a06622695e6e4ae3c0,mean_mae,0.14168706068330825,0.14168706068330825,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_a06622695e6e4ae3c0,median_pearson,0.1114480349212085,0.1256638643117239,0.014215829390515411,0.014215829390515411,0.12755567561658412,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_a06622695e6e4ae3c0,mean_mse,1.6458609849614072,1.7496820976025014,0.10382111264109417,0.10382111264109417,0.06308012255575073,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_a06622695e6e4ae3c0,mean_mae,1.1065088903670832,1.1447834395638428,0.038274549196759544,0.038274549196759544,0.034590367533388726,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_a06622695e6e4ae3c0,median_pearson,0.29530038845499057,0.30630069173881047,0.011000303283819901,0.011000303283819901,0.0372512320128443,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_a06622695e6e4ae3c0,mean_mse,0.05672580669366046,0.05730425373905625,0.0005784470453957941,0.0005784470453957941,0.010197246705007016,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_a06622695e6e4ae3c0,mean_mae,0.14168706068330825,0.14339736718231635,0.0017103064990081074,0.0017103064990081074,0.012071014041507276,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_a06622695e6e4ae3c0,median_pearson,0.1114480349212085,0.08861333616620184,-0.022834698755006655,0.022834698755006655,-0.2048909949031432,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_a06622695e6e4ae3c0,mean_mse,1.6458609849614072,1.7878493170835368,0.14198833212212958,0.14198833212212958,0.0862699422487732,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_a06622695e6e4ae3c0,mean_mae,1.1065088903670832,1.1626565639381978,0.05614767357111461,0.05614767357111461,0.050743084000425584,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_a06622695e6e4ae3c0,median_pearson,0.29530038845499057,0.2861205385252077,-0.00917984992978288,0.00917984992978288,-0.031086481050064937,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_a06622695e6e4ae3c0,mean_mse,0.05672580669366046,0.05663675489647543,-8.905179718502604e-05,8.905179718502604e-05,-0.001569863918655885,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_a06622695e6e4ae3c0,mean_mae,0.14168706068330825,0.14260383884637734,0.000916778163069093,0.000916778163069093,0.0064704437980983255,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_a06622695e6e4ae3c0,median_pearson,0.1114480349212085,0.06069210984390242,-0.05075592507730608,0.05075592507730608,-0.45542234201966403,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, 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numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_a06622695e6e4ae3c0,mean_mae,0.14168706068330825,0.14316112859456046,0.0014740679112522082,0.0014740679112522082,0.010403687564293327,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_a37bb9e9e5729d3a85,median_pearson,0.1080189931070902,0.1080189931070902,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_a37bb9e9e5729d3a85,mean_mse,1.626027930174012,1.626027930174012,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_a37bb9e9e5729d3a85,mean_mae,1.0960477505905386,1.0960477505905386,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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export,seed0, +tier_b_primary_mask,BASS_P24,M3,C10mask_a37bb9e9e5729d3a85,mean_mae,0.13915753262786126,0.14117664268128738,0.0020191100534261153,0.0020191100534261153,0.014509527549799783,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_a37bb9e9e5729d3a85,median_pearson,0.1080189931070902,0.08363424287642723,-0.02438475023066297,0.02438475023066297,-0.2257450243633348,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_a37bb9e9e5729d3a85,mean_mse,1.626027930174012,1.7729037007479962,0.14687577057398427,0.14687577057398427,0.0903279506141485,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_a37bb9e9e5729d3a85,mean_mae,1.0960477505905386,1.1538668960501286,0.05781914545958999,0.05781914545958999,0.05275239644298131,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_a37bb9e9e5729d3a85,median_pearson,0.2812632979835155,0.2842031080049901,0.002939810021474587,0.002939810021474587,0.010452163657865114,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_a37bb9e9e5729d3a85,mean_mse,0.053252765851721034,0.053247150830614175,-5.615021106859797e-06,5.615021106859797e-06,-0.00010544092906825663,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_a37bb9e9e5729d3a85,mean_mae,0.13915753262786126,0.1401364018237671,0.0009788691959058404,0.0009788691959058404,0.007034252314055885,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_a37bb9e9e5729d3a85,median_pearson,0.1080189931070902,0.049285699115221925,-0.05873329399186828,0.05873329399186828,-0.5437311745133562,per-mask panel 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numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_d6278cf08851af1f7e,median_pearson,0.10256090067408097,0.10256090067408097,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_d6278cf08851af1f7e,mean_mse,1.6133745558423616,1.6133745558423616,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M0,C10mask_d6278cf08851af1f7e,mean_mae,1.0931355607125353,1.0931355607125353,0.0,0.0,0.0,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, +tier_b_primary_mask,BASS_P24,M3,C10mask_d6278cf08851af1f7e,median_pearson,0.315399510473382,0.3153995104733821,1.1102230246251565e-16,1.1102230246251565e-16,3.520053100142187e-16,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,ensemble, 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numerical export,seed0, +tier_b_primary_mask,BASS_P24,M0,C10mask_d6278cf08851af1f7e,median_pearson,0.10256090067408097,0.07756853481164114,-0.02499236586243983,0.02499236586243983,-0.24368317456435776,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_d6278cf08851af1f7e,mean_mse,1.6133745558423616,1.767360682360156,0.15398612651779442,0.15398612651779442,0.09544350749810634,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M0,C10mask_d6278cf08851af1f7e,mean_mae,1.0931355607125353,1.154414884475519,0.06127932376298384,0.06127932376298384,0.05605830234178853,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed1, +tier_b_primary_mask,BASS_P24,M3,C10mask_d6278cf08851af1f7e,median_pearson,0.315399510473382,0.3120359618756712,-0.0033635485977108193,0.0033635485977108193,-0.010664406525750408,per-mask panel 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metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_e51b4e6f4956704fa8,mean_mse,1.6375345122647789,1.5888797688167398,-0.048654743448039106,0.048654743448039106,-0.029712194206366716,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M0,C10mask_e51b4e6f4956704fa8,mean_mae,1.1020760206242415,1.0708741760677372,-0.03120184455650432,0.03120184455650432,-0.028311880462502822,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_e51b4e6f4956704fa8,median_pearson,0.2951901994191852,0.2856525032355135,-0.009537696183671673,0.009537696183671673,-0.03231034161174049,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_e51b4e6f4956704fa8,mean_mse,0.05089528982108279,0.051239489502837327,0.00034419968175453813,0.00034419968175453813,0.006762898550426515,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_mask,BASS_P24,M3,C10mask_e51b4e6f4956704fa8,mean_mae,0.1364056055310291,0.13740471937678392,0.0009991138457548232,0.0009991138457548232,0.007324580554188062,per-mask panel metric,APPROXIMATE_RETRAIN,original C9/C10 numerical export,seed2, +tier_b_primary_cohort,bassiouni,M0,V1;20%,median_pearson,0.07491703430289076,0.07491703430289076,0.0,0.0,0.0,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,ensemble,True +tier_b_primary_cohort,bassiouni,M0,V1;20%,mean_mse,1.967339437048011,1.967339437048011,0.0,0.0,0.0,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,ensemble,True +tier_b_primary_cohort,bassiouni,M0,V1;20%,mean_mae,1.212010261286058,1.212010261286058,0.0,0.0,0.0,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,ensemble,True +tier_b_primary_cohort,bassiouni,M0,V1;20%,median_pearson,0.07491703430289076,0.07134283882431991,-0.003574195478570852,0.003574195478570852,-0.04770871553884958,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed0,True +tier_b_primary_cohort,bassiouni,M0,V1;20%,mean_mse,1.967339437048011,2.0366963194663112,0.06935688241830018,0.06935688241830018,0.035254151425119624,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed0,True +tier_b_primary_cohort,bassiouni,M0,V1;20%,mean_mae,1.212010261286058,1.236399265909209,0.024389004623150967,0.024389004623150967,0.02012277074063046,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed0,True +tier_b_primary_cohort,bassiouni,M0,V1;20%,median_pearson,0.07491703430289076,0.07560030105816579,0.0006832667552750249,0.0006832667552750249,0.009120312377990918,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed1,True +tier_b_primary_cohort,bassiouni,M0,V1;20%,mean_mse,1.967339437048011,2.152879800625213,0.18554036357720172,0.18554036357720172,0.09431029545953934,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed1,True +tier_b_primary_cohort,bassiouni,M0,V1;20%,mean_mae,1.212010261286058,1.280800830395409,0.06879056910935111,0.06879056910935111,0.05675741477333516,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed1,True +tier_b_primary_cohort,bassiouni,M0,V1;20%,median_pearson,0.07491703430289076,0.06078385119269305,-0.014133183110197713,0.014133183110197713,-0.18865112910178783,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed2,True +tier_b_primary_cohort,bassiouni,M0,V1;20%,mean_mse,1.967339437048011,1.7957538024599913,-0.1715856345880198,0.1715856345880198,-0.0872170970381622,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed2,True +tier_b_primary_cohort,bassiouni,M0,V1;20%,mean_mae,1.212010261286058,1.1394554935859946,-0.0725547677000633,0.0725547677000633,-0.059863162893584586,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed2,True +tier_b_primary_cohort,bassiouni,M3,V1;20%,median_pearson,0.40687165209758747,0.40687165209758747,0.0,0.0,0.0,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,ensemble,True +tier_b_primary_cohort,bassiouni,M3,V1;20%,mean_mse,0.10220764783049213,0.10220764783049213,0.0,0.0,0.0,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,ensemble,True +tier_b_primary_cohort,bassiouni,M3,V1;20%,mean_mae,0.22876032994181195,0.22876032994181195,0.0,0.0,0.0,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,ensemble,True +tier_b_primary_cohort,bassiouni,M3,V1;20%,median_pearson,0.40687165209758747,0.40492617938187075,-0.0019454727157167118,0.0019454727157167118,-0.004781539106219407,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed0,True +tier_b_primary_cohort,bassiouni,M3,V1;20%,mean_mse,0.10220764783049213,0.10291308684692657,0.0007054390164344393,0.0007054390164344393,0.006902017915571109,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed0,True +tier_b_primary_cohort,bassiouni,M3,V1;20%,mean_mae,0.22876032994181195,0.22952420697641263,0.0007638770346006796,0.0007638770346006796,0.0033392023643040785,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed0,True +tier_b_primary_cohort,bassiouni,M3,V1;20%,median_pearson,0.40687165209758747,0.41008906778888166,0.00321741569129419,0.00321741569129419,0.00790769195815711,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed1,True +tier_b_primary_cohort,bassiouni,M3,V1;20%,mean_mse,0.10220764783049213,0.10043257344961318,-0.0017750743808789549,0.0017750743808789549,-0.01736733423141539,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed1,True +tier_b_primary_cohort,bassiouni,M3,V1;20%,mean_mae,0.22876032994181195,0.22842287249242654,-0.00033745744938540323,0.00033745744938540323,-0.0014751572069826957,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed1,True +tier_b_primary_cohort,bassiouni,M3,V1;20%,median_pearson,0.40687165209758747,0.40428153680757994,-0.002590115290007522,0.002590115290007522,-0.006365927133665943,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed2,True +tier_b_primary_cohort,bassiouni,M3,V1;20%,mean_mse,0.10220764783049213,0.10389004109443566,0.001682393263943524,0.001682393263943524,0.0164605418445175,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed2,True +tier_b_primary_cohort,bassiouni,M3,V1;20%,mean_mae,0.22876032994181195,0.2291584551235955,0.0003981251817835596,0.0003981251817835596,0.0017403593616289491,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed2,True +tier_b_primary_cohort,wu,M0,V1;20%,median_pearson,0.05903690745659631,0.05903690745659631,0.0,0.0,0.0,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,ensemble,True +tier_b_primary_cohort,wu,M0,V1;20%,mean_mse,2.915477963815074,2.915477963815074,0.0,0.0,0.0,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,ensemble,True +tier_b_primary_cohort,wu,M0,V1;20%,mean_mae,1.5577859263334741,1.5577859263334741,0.0,0.0,0.0,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,ensemble,True +tier_b_primary_cohort,wu,M0,V1;20%,median_pearson,0.05903690745659631,0.05078475077190121,-0.008252156684695096,0.008252156684695096,-0.1397796232934804,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed0,True +tier_b_primary_cohort,wu,M0,V1;20%,mean_mse,2.915477963815074,2.9172068471358195,0.001728883320745389,0.001728883320745389,0.0005930016766386544,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed0,True +tier_b_primary_cohort,wu,M0,V1;20%,mean_mae,1.5577859263334741,1.5535773922830542,-0.0042085340504198765,0.0042085340504198765,-0.0027016125767199664,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed0,True +tier_b_primary_cohort,wu,M0,V1;20%,median_pearson,0.05903690745659631,0.060581462610985536,0.0015445551543892266,0.0015445551543892266,0.026162534945191315,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed1,True +tier_b_primary_cohort,wu,M0,V1;20%,mean_mse,2.915477963815074,3.2012974248056922,0.28581946099061817,0.28581946099061817,0.09803519852937137,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed1,True +tier_b_primary_cohort,wu,M0,V1;20%,mean_mae,1.5577859263334741,1.641688336508554,0.08390241017507982,0.08390241017507982,0.053860038633523316,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed1,True +tier_b_primary_cohort,wu,M0,V1;20%,median_pearson,0.05903690745659631,0.05128591021177768,-0.007750997244818626,0.007750997244818626,-0.13129070574228718,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed2,True +tier_b_primary_cohort,wu,M0,V1;20%,mean_mse,2.915477963815074,2.695991255032871,-0.219486708782203,0.219486708782203,-0.0752832679602873,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed2,True +tier_b_primary_cohort,wu,M0,V1;20%,mean_mae,1.5577859263334741,1.477026371101352,-0.08075955523212208,0.08075955523212208,-0.05184252461582063,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed2,True +tier_b_primary_cohort,wu,M3,V1;20%,median_pearson,0.3348531441418063,0.3348531441418062,-5.551115123125783e-17,5.551115123125783e-17,-1.657776019201705e-16,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,ensemble,True +tier_b_primary_cohort,wu,M3,V1;20%,mean_mse,0.10019135712244875,0.10019135712244875,0.0,0.0,0.0,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,ensemble,True +tier_b_primary_cohort,wu,M3,V1;20%,mean_mae,0.23212835452638764,0.23212835452638764,0.0,0.0,0.0,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,ensemble,True +tier_b_primary_cohort,wu,M3,V1;20%,median_pearson,0.3348531441418063,0.3358258610008831,0.0009727168590767943,0.0009727168590767943,0.0029049058552810254,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed0,True +tier_b_primary_cohort,wu,M3,V1;20%,mean_mse,0.10019135712244875,0.10014194000456426,-4.941711788448988e-05,4.941711788448988e-05,-0.0004932273531747334,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed0,True +tier_b_primary_cohort,wu,M3,V1;20%,mean_mae,0.23212835452638764,0.23120136420508156,-0.0009269903213060815,0.0009269903213060815,-0.003993438557721323,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed0,True +tier_b_primary_cohort,wu,M3,V1;20%,median_pearson,0.3348531441418063,0.3372319719409152,0.002378827799108918,0.002378827799108918,0.007104092766414381,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed1,True +tier_b_primary_cohort,wu,M3,V1;20%,mean_mse,0.10019135712244875,0.10050348954068285,0.0003121324182340929,0.0003121324182340929,0.0031153627138977725,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed1,True +tier_b_primary_cohort,wu,M3,V1;20%,mean_mae,0.23212835452638764,0.2347378719666478,0.0026095174402601673,0.0026095174402601673,0.011241700504810692,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed1,True +tier_b_primary_cohort,wu,M3,V1;20%,median_pearson,0.3348531441418063,0.3331492115813602,-0.0017039325604460975,0.0017039325604460975,-0.005088596569141075,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed2,True +tier_b_primary_cohort,wu,M3,V1;20%,mean_mse,0.10019135712244875,0.10061009963539291,0.0004187425129441591,0.0004187425129441591,0.004179427497248025,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed2,True +tier_b_primary_cohort,wu,M3,V1;20%,mean_mae,0.23212835452638764,0.2319346343004368,-0.0001937202259508497,0.0001937202259508497,-0.0008345392631852228,mean over ten masks within patient; median over patients,APPROXIMATE_RETRAIN,full precision original C9/C10 cohort aggregation,seed2,True +tier_a_paper_anchor,Wu,idw_k16_p2,V1;20%,median_pearson,0.359,0.35904407203033417,4.407203033418572e-05,4.407203033418572e-05,0.00012276331569411065,mean masks within patient; median patients,EXACT_REPLAY,typeset three-decimal target; strict full-precision audit separate,, +tier_a_paper_anchor,Bassiouni,idw_k16_p2,V1;20%,median_pearson,0.416,0.4158615746292881,-0.0001384253707119032,0.0001384253707119032,-0.00033275329498053656,mean masks within patient; median patients,EXACT_REPLAY,typeset three-decimal target; strict full-precision audit separate,, +tier_a_paper_placement,Bassiouni,region_exclusion_vs_distributed,B2 identical H;20%,delta_pearson,-0.1541,-0.15408036629375726,1.9633706242722093e-05,1.9633706242722093e-05,0.00012740886594887798,paired per-patient effect; median22 patients,EXACT_REPLAY,rounded typeset target; strict full-precision audit separate,, +tier_a_paper_placement,Bassiouni,region_exclusion_vs_distributed,B2 identical H;20%,relative_mse,0.45,0.44986386454021354,-0.00013613545978646835,0.00013613545978646835,-0.00030252324396992967,paired per-patient effect; median22 patients,EXACT_REPLAY,rounded typeset target; strict full-precision audit separate,, +matched_recovered_weights,Bassiouni,resnet18_GCN_vs_local,historical neural seeds0-2;20% residual,delta_pearson,0.0481,0.04814507277149031,4.5072771490316244e-05,4.5072771490316244e-05,0.0009370638563475311,"equal masks, equal training seeds, paired patient effect; median22 patients",EXACT_REPLAY,rounded typeset target;792 exact full-precision reference rows audited separately,, +matched_recovered_weights,Bassiouni,resnet18_GCN_vs_local,historical neural seeds0-2;20% residual,relative_mse,-0.1784,-0.17835535489317295,4.4645106827057024e-05,4.4645106827057024e-05,0.0002502528409588398,"equal masks, equal training seeds, paired patient effect; median22 patients",EXACT_REPLAY,rounded typeset target;792 exact full-precision reference rows audited separately,, +matched_recovered_weights,Bassiouni,phikon_GCN_vs_local,historical neural seeds0-2;20% residual,delta_pearson,0.0075,0.00752090477566042,2.0904775660419983e-05,2.0904775660419983e-05,0.002787303421389331,"equal masks, equal training seeds, paired patient effect; median22 patients",EXACT_REPLAY,rounded typeset target;792 exact full-precision reference rows audited separately,, +matched_recovered_weights,Bassiouni,phikon_GCN_vs_local,historical neural seeds0-2;20% residual,relative_mse,-0.017,-0.017015843266755815,-1.584326675581338e-05,1.584326675581338e-05,-0.0009319568679890222,"equal masks, equal training seeds, paired patient effect; median22 patients",EXACT_REPLAY,rounded typeset target;792 exact full-precision reference rows audited separately,, diff --git a/reproduction/VALIDATION.json b/reproduction/VALIDATION.json new file mode 100644 index 000000000..0fd8d6127 --- /dev/null +++ b/reproduction/VALIDATION.json @@ -0,0 +1,12 @@ +{ + "tests": 168, + "baseline_tests": 142, + "new_tests": 26, + "test_status": "PASS", + "publication_targets": 29, + "publication_checks": 71, + "publication_status": "PASS", + "frozen_files": 83136, + "preservation_status": "PASS", + "original_doctor_expected_failure_status": "PASS" +} diff --git a/reproduction/licenses/CC-BY-NC-SA-4.0.txt b/reproduction/licenses/CC-BY-NC-SA-4.0.txt new file mode 100644 index 000000000..7cdbe0b48 --- /dev/null +++ b/reproduction/licenses/CC-BY-NC-SA-4.0.txt @@ -0,0 +1,438 @@ +Attribution-NonCommercial-ShareAlike 4.0 International + +======================================================================= + +Creative Commons Corporation ("Creative Commons") is not a law firm and +does not provide legal services or legal advice. Distribution of +Creative Commons public licenses does not create a lawyer-client or +other relationship. Creative Commons makes its licenses and related +information available on an "as-is" basis. Creative Commons gives no +warranties regarding its licenses, any material licensed under their +terms and conditions, or any related information. Creative Commons +disclaims all liability for damages resulting from their use to the +fullest extent possible. + +Using Creative Commons Public Licenses + +Creative Commons public licenses provide a standard set of terms and +conditions that creators and other rights holders may use to share +original works of authorship and other material subject to copyright +and certain other rights specified in the public license below. 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More considerations + for the public: + wiki.creativecommons.org/Considerations_for_licensees + +======================================================================= + +Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International +Public License + +By exercising the Licensed Rights (defined below), You accept and agree +to be bound by the terms and conditions of this Creative Commons +Attribution-NonCommercial-ShareAlike 4.0 International Public License +("Public License"). To the extent this Public License may be +interpreted as a contract, You are granted the Licensed Rights in +consideration of Your acceptance of these terms and conditions, and the +Licensor grants You such rights in consideration of benefits the +Licensor receives from making the Licensed Material available under +these terms and conditions. + + +Section 1 -- Definitions. + + a. Adapted Material means material subject to Copyright and Similar + Rights that is derived from or based upon the Licensed Material + and in which the Licensed Material is translated, altered, + arranged, transformed, or otherwise modified in a manner requiring + permission under the Copyright and Similar Rights held by the + Licensor. For purposes of this Public License, where the Licensed + Material is a musical work, performance, or sound recording, + Adapted Material is always produced where the Licensed Material is + synched in timed relation with a moving image. + + b. Adapter's License means the license You apply to Your Copyright + and Similar Rights in Your contributions to Adapted Material in + accordance with the terms and conditions of this Public License. + + c. BY-NC-SA Compatible License means a license listed at + creativecommons.org/compatiblelicenses, approved by Creative + Commons as essentially the equivalent of this Public License. + + d. Copyright and Similar Rights means copyright and/or similar rights + closely related to copyright including, without limitation, + performance, broadcast, sound recording, and Sui Generis Database + Rights, without regard to how the rights are labeled or + categorized. For purposes of this Public License, the rights + specified in Section 2(b)(1)-(2) are not Copyright and Similar + Rights. + + e. Effective Technological Measures means those measures that, in the + absence of proper authority, may not be circumvented under laws + fulfilling obligations under Article 11 of the WIPO Copyright + Treaty adopted on December 20, 1996, and/or similar international + agreements. + + f. Exceptions and Limitations means fair use, fair dealing, and/or + any other exception or limitation to Copyright and Similar Rights + that applies to Your use of the Licensed Material. + + g. License Elements means the license attributes listed in the name + of a Creative Commons Public License. The License Elements of this + Public License are Attribution, NonCommercial, and ShareAlike. + + h. Licensed Material means the artistic or literary work, database, + or other material to which the Licensor applied this Public + License. + + i. Licensed Rights means the rights granted to You subject to the + terms and conditions of this Public License, which are limited to + all Copyright and Similar Rights that apply to Your use of the + Licensed Material and that the Licensor has authority to license. + + j. Licensor means the individual(s) or entity(ies) granting rights + under this Public License. + + k. NonCommercial means not primarily intended for or directed towards + commercial advantage or monetary compensation. For purposes of + this Public License, the exchange of the Licensed Material for + other material subject to Copyright and Similar Rights by digital + file-sharing or similar means is NonCommercial provided there is + no payment of monetary compensation in connection with the + exchange. + + l. Share means to provide material to the public by any means or + process that requires permission under the Licensed Rights, such + as reproduction, public display, public performance, distribution, + dissemination, communication, or importation, and to make material + available to the public including in ways that members of the + public may access the material from a place and at a time + individually chosen by them. + + m. Sui Generis Database Rights means rights other than copyright + resulting from Directive 96/9/EC of the European Parliament and of + the Council of 11 March 1996 on the legal protection of databases, + as amended and/or succeeded, as well as other essentially + equivalent rights anywhere in the world. + + n. You means the individual or entity exercising the Licensed Rights + under this Public License. Your has a corresponding meaning. + + +Section 2 -- Scope. + + a. License grant. + + 1. Subject to the terms and conditions of this Public License, + the Licensor hereby grants You a worldwide, royalty-free, + non-sublicensable, non-exclusive, irrevocable license to + exercise the Licensed Rights in the Licensed Material to: + + a. reproduce and Share the Licensed Material, in whole or + in part, for NonCommercial purposes only; and + + b. produce, reproduce, and Share Adapted Material for + NonCommercial purposes only. + + 2. Exceptions and Limitations. For the avoidance of doubt, where + Exceptions and Limitations apply to Your use, this Public + License does not apply, and You do not need to comply with + its terms and conditions. + + 3. Term. The term of this Public License is specified in Section + 6(a). + + 4. Media and formats; technical modifications allowed. The + Licensor authorizes You to exercise the Licensed Rights in + all media and formats whether now known or hereafter created, + and to make technical modifications necessary to do so. The + Licensor waives and/or agrees not to assert any right or + authority to forbid You from making technical modifications + necessary to exercise the Licensed Rights, including + technical modifications necessary to circumvent Effective + Technological Measures. For purposes of this Public License, + simply making modifications authorized by this Section 2(a) + (4) never produces Adapted Material. + + 5. Downstream recipients. + + a. Offer from the Licensor -- Licensed Material. Every + recipient of the Licensed Material automatically + receives an offer from the Licensor to exercise the + Licensed Rights under the terms and conditions of this + Public License. + + b. Additional offer from the Licensor -- Adapted Material. + Every recipient of Adapted Material from You + automatically receives an offer from the Licensor to + exercise the Licensed Rights in the Adapted Material + under the conditions of the Adapter's License You apply. + + c. No downstream restrictions. You may not offer or impose + any additional or different terms or conditions on, or + apply any Effective Technological Measures to, the + Licensed Material if doing so restricts exercise of the + Licensed Rights by any recipient of the Licensed + Material. + + 6. No endorsement. Nothing in this Public License constitutes or + may be construed as permission to assert or imply that You + are, or that Your use of the Licensed Material is, connected + with, or sponsored, endorsed, or granted official status by, + the Licensor or others designated to receive attribution as + provided in Section 3(a)(1)(A)(i). + + b. Other rights. + + 1. Moral rights, such as the right of integrity, are not + licensed under this Public License, nor are publicity, + privacy, and/or other similar personality rights; however, to + the extent possible, the Licensor waives and/or agrees not to + assert any such rights held by the Licensor to the limited + extent necessary to allow You to exercise the Licensed + Rights, but not otherwise. + + 2. Patent and trademark rights are not licensed under this + Public License. + + 3. To the extent possible, the Licensor waives any right to + collect royalties from You for the exercise of the Licensed + Rights, whether directly or through a collecting society + under any voluntary or waivable statutory or compulsory + licensing scheme. In all other cases the Licensor expressly + reserves any right to collect such royalties, including when + the Licensed Material is used other than for NonCommercial + purposes. + + +Section 3 -- License Conditions. + +Your exercise of the Licensed Rights is expressly made subject to the +following conditions. + + a. Attribution. + + 1. If You Share the Licensed Material (including in modified + form), You must: + + a. retain the following if it is supplied by the Licensor + with the Licensed Material: + + i. identification of the creator(s) of the Licensed + Material and any others designated to receive + attribution, in any reasonable manner requested by + the Licensor (including by pseudonym if + designated); + + ii. a copyright notice; + + iii. a notice that refers to this Public License; + + iv. a notice that refers to the disclaimer of + warranties; + + v. a URI or hyperlink to the Licensed Material to the + extent reasonably practicable; + + b. indicate if You modified the Licensed Material and + retain an indication of any previous modifications; and + + c. indicate the Licensed Material is licensed under this + Public License, and include the text of, or the URI or + hyperlink to, this Public License. + + 2. You may satisfy the conditions in Section 3(a)(1) in any + reasonable manner based on the medium, means, and context in + which You Share the Licensed Material. For example, it may be + reasonable to satisfy the conditions by providing a URI or + hyperlink to a resource that includes the required + information. + 3. If requested by the Licensor, You must remove any of the + information required by Section 3(a)(1)(A) to the extent + reasonably practicable. + + b. ShareAlike. + + In addition to the conditions in Section 3(a), if You Share + Adapted Material You produce, the following conditions also apply. + + 1. The Adapter's License You apply must be a Creative Commons + license with the same License Elements, this version or + later, or a BY-NC-SA Compatible License. + + 2. You must include the text of, or the URI or hyperlink to, the + Adapter's License You apply. You may satisfy this condition + in any reasonable manner based on the medium, means, and + context in which You Share Adapted Material. + + 3. You may not offer or impose any additional or different terms + or conditions on, or apply any Effective Technological + Measures to, Adapted Material that restrict exercise of the + rights granted under the Adapter's License You apply. + + +Section 4 -- Sui Generis Database Rights. + +Where the Licensed Rights include Sui Generis Database Rights that +apply to Your use of the Licensed Material: + + a. for the avoidance of doubt, Section 2(a)(1) grants You the right + to extract, reuse, reproduce, and Share all or a substantial + portion of the contents of the database for NonCommercial purposes + only; + + b. if You include all or a substantial portion of the database + contents in a database in which You have Sui Generis Database + Rights, then the database in which You have Sui Generis Database + Rights (but not its individual contents) is Adapted Material, + including for purposes of Section 3(b); and + + c. You must comply with the conditions in Section 3(a) if You Share + all or a substantial portion of the contents of the database. + +For the avoidance of doubt, this Section 4 supplements and does not +replace Your obligations under this Public License where the Licensed +Rights include other Copyright and Similar Rights. + + +Section 5 -- Disclaimer of Warranties and Limitation of Liability. + + a. UNLESS OTHERWISE SEPARATELY UNDERTAKEN BY THE LICENSOR, TO THE + EXTENT POSSIBLE, THE LICENSOR OFFERS THE LICENSED MATERIAL AS-IS + AND AS-AVAILABLE, AND MAKES NO REPRESENTATIONS OR WARRANTIES OF + ANY KIND CONCERNING THE LICENSED MATERIAL, WHETHER EXPRESS, + IMPLIED, STATUTORY, OR OTHER. THIS INCLUDES, WITHOUT LIMITATION, + WARRANTIES OF TITLE, MERCHANTABILITY, FITNESS FOR A PARTICULAR + PURPOSE, NON-INFRINGEMENT, ABSENCE OF LATENT OR OTHER DEFECTS, + ACCURACY, OR THE PRESENCE OR ABSENCE OF ERRORS, WHETHER OR NOT + KNOWN OR DISCOVERABLE. WHERE DISCLAIMERS OF WARRANTIES ARE NOT + ALLOWED IN FULL OR IN PART, THIS DISCLAIMER MAY NOT APPLY TO YOU. + + b. TO THE EXTENT POSSIBLE, IN NO EVENT WILL THE LICENSOR BE LIABLE + TO YOU ON ANY LEGAL THEORY (INCLUDING, WITHOUT LIMITATION, + NEGLIGENCE) OR OTHERWISE FOR ANY DIRECT, SPECIAL, INDIRECT, + INCIDENTAL, CONSEQUENTIAL, PUNITIVE, EXEMPLARY, OR OTHER LOSSES, + COSTS, EXPENSES, OR DAMAGES ARISING OUT OF THIS PUBLIC LICENSE OR + USE OF THE LICENSED MATERIAL, EVEN IF THE LICENSOR HAS BEEN + ADVISED OF THE POSSIBILITY OF SUCH LOSSES, COSTS, EXPENSES, OR + DAMAGES. WHERE A LIMITATION OF LIABILITY IS NOT ALLOWED IN FULL OR + IN PART, THIS LIMITATION MAY NOT APPLY TO YOU. + + c. The disclaimer of warranties and limitation of liability provided + above shall be interpreted in a manner that, to the extent + possible, most closely approximates an absolute disclaimer and + waiver of all liability. + + +Section 6 -- Term and Termination. + + a. This Public License applies for the term of the Copyright and + Similar Rights licensed here. However, if You fail to comply with + this Public License, then Your rights under this Public License + terminate automatically. + + b. Where Your right to use the Licensed Material has terminated under + Section 6(a), it reinstates: + + 1. automatically as of the date the violation is cured, provided + it is cured within 30 days of Your discovery of the + violation; or + + 2. upon express reinstatement by the Licensor. + + For the avoidance of doubt, this Section 6(b) does not affect any + right the Licensor may have to seek remedies for Your violations + of this Public License. + + c. For the avoidance of doubt, the Licensor may also offer the + Licensed Material under separate terms or conditions or stop + distributing the Licensed Material at any time; however, doing so + will not terminate this Public License. + + d. Sections 1, 5, 6, 7, and 8 survive termination of this Public + License. + + +Section 7 -- Other Terms and Conditions. + + a. The Licensor shall not be bound by any additional or different + terms or conditions communicated by You unless expressly agreed. + + b. Any arrangements, understandings, or agreements regarding the + Licensed Material not stated herein are separate from and + independent of the terms and conditions of this Public License. + + +Section 8 -- Interpretation. + + a. For the avoidance of doubt, this Public License does not, and + shall not be interpreted to, reduce, limit, restrict, or impose + conditions on any use of the Licensed Material that could lawfully + be made without permission under this Public License. + + b. To the extent possible, if any provision of this Public License is + deemed unenforceable, it shall be automatically reformed to the + minimum extent necessary to make it enforceable. If the provision + cannot be reformed, it shall be severed from this Public License + without affecting the enforceability of the remaining terms and + conditions. + + c. No term or condition of this Public License will be waived and no + failure to comply consented to unless expressly agreed to by the + Licensor. + + d. Nothing in this Public License constitutes or may be interpreted + as a limitation upon, or waiver of, any privileges and immunities + that apply to the Licensor or You, including from the legal + processes of any jurisdiction or authority. + +======================================================================= + +Creative Commons is not a party to its public +licenses. Notwithstanding, Creative Commons may elect to apply one of +its public licenses to material it publishes and in those instances +will be considered the “Licensor.” The text of the Creative Commons +public licenses is dedicated to the public domain under the CC0 Public +Domain Dedication. Except for the limited purpose of indicating that +material is shared under a Creative Commons public license or as +otherwise permitted by the Creative Commons policies published at +creativecommons.org/policies, Creative Commons does not authorize the +use of the trademark "Creative Commons" or any other trademark or logo +of Creative Commons without its prior written consent including, +without limitation, in connection with any unauthorized modifications +to any of its public licenses or any other arrangements, +understandings, or agreements concerning use of licensed material. For +the avoidance of doubt, this paragraph does not form part of the +public licenses. + +Creative Commons may be contacted at creativecommons.org. + diff --git a/reproduction/licenses/OWKIN-Phikon-LICENSE.txt b/reproduction/licenses/OWKIN-Phikon-LICENSE.txt new file mode 100644 index 000000000..fb73f80f3 --- /dev/null +++ b/reproduction/licenses/OWKIN-Phikon-LICENSE.txt @@ -0,0 +1,404 @@ +License Terms and Conditions + + +By exercising the Licensed Rights (defined below), You accept and agree to be bound by the terms and conditions of this License Terms and Conditions ("License") from Owkin Inc, 831 Broadway, Unit 3R, New York, NY 10003 (the “Licensor”). You are granted with the Licensed Rights in consideration of Your acceptance of these terms and conditions, and the Licensor grants You such rights in consideration of benefits the Licensor receives from making the Licensed Material available under these terms and conditions. +If You are an individual and are agreeing to be bound by the terms of this License on behalf of your employer or other entity, You represent and warrant to the Licensor that you have full legal authority to bind your employer or such entity to this License. Failing this authority, You may not accept the License or access the Licensed Material on behalf of Your employer or other entity. +For the sake of clarity, this License is limited to grant non-profit entities with the rights defined hereunder. If You are a for-profit entity, You are invited to directly contact the Licensor for negotiating a separate agreement. + + +SECTION 1 – DEFINITIONS + +1. For the purposes of this License: + + “Derivative Work” + + + means any work or material subject to Copyright and Similar Rights that is derived from or based upon the Licensed Material and in which the Licensed Material is translated, altered, arranged, transformed, or otherwise modified or included in a manner requiring permission under the Copyright and Similar Rights held by the Licensor. + + + “Derived License” + + + means the license You apply to Your Derivative Work and/or Results in accordance with the terms and conditions of this License. + + + “Documentation” + + + means any owner's manuals, user's manuals, installation instructions, operating instructions, concepts of operations, and other similar items, related to the Licensed Material, regardless of storage medium, that explain the capabilities of the computer software or algorithm or provide instructions for using the software or algorithm. + + + “Copyright and Similar Rights” + + + means copyright and/or similar rights closely related to copyright including, without limitation, performance, broadcast, sound recording, and Sui Generis Database Rights, without regard to how the rights are labeled or categorized. For purposes of this License, the rights specified in Section 2(b)(1)-(2) are not Copyright and Similar Rights. + + + “Effective Technological Measures” + + + means those measures that, in the absence of proper authority, may not be circumvented under laws fulfilling obligations under Article 11 of the WIPO Copyright Treaty adopted on December 20, 1996, and/or similar international agreements. + + + “Licensed Material” + + + means any software, algorithm, source code, object code, software, database, or other material that is made available by the Licensor under the terms of this License. Licensed Material excludes any material, algorithm, software, source code, object code, database, document, information and/or any data of or related to the Licensor that is not expressly made available by the Licensor under this License, whether or not related to the Licensed Material + + + “Licensed Rights” + + + means the rights granted to You subject to the terms and conditions of this License, which are limited to all Copyright and Similar Rights that apply to Your use of the Licensed Material and that the Licensor has authority to license. + + + “Licensor” + + + means the individual(s) or entity(ies) granting rights under this License, as stated above. + + + “Non-Commercial” + + + Means for non-commercial (research) purposes by non-profit entity only. Non-Commercial excludes any use, sale, lease, license, or other transfer of the Licensed Material, Derivative Works or Results by or to a for-profit organization. Non-Commercial shall also exclude uses of the Licensed Material, Derivative Works or Results by any organization, including You, to perform contract research, to screen compound libraries, to produce or manufacture product for general sales, or to conduct research activities that result in any sale, lease, license, or transfer of the Licensed Material, Derivative Works or Results to a for-profit organization. + + + “Results” + + + means any results, discovery or creation, of any kind and in any form whatsoever, whether patentable or not, which results from the use of the Licensed Material, excluding Derivative Works. + + + “Share” + + + means to provide to a third party or the public by any means or process that requires permission under the Licensed Rights, such as reproduction, public display, public performance, distribution, dissemination, communication, or importation, and to make available to a third party or the public including in ways that members of the public may access from a place and at a time individually chosen by them. + + + “Sui Generis Database Rights” + + + means rights other than copyright resulting from Directive 96/9/EC of the European Parliament and of the Council of 11 March 1996 on the legal protection of databases, as amended and/or succeeded, as well as other essentially equivalent rights anywhere in the world. + + + “Third Party Material” + + + means any third-party software, algorithm, source code, object code, data, database, material or other components (including free and open source software). + + + “You” + + + means the individual or entity exercising the Licensed Rights under this License. Your has a corresponding meaning. + + +2. The definitions referred to in this Section apply to both singular and plural terms. + + +SECTION 2 – SCOPE + +a. License grant + + 1. Scope. + +Subject to the terms and conditions of this License and to Your compliance with the Documentation, the Licensor hereby grants You a worldwide, royalty-free, non-sublicensable, non-transferable, non-exclusive, revocable and limited license to exercise the Licensed Rights in the Licensed Material to: + + A. reproduce and Share the Licensed Material, in whole or in part, for Non-Commercial purposes only; and + + B. produce, reproduce, and Share Derivative Work for Non-Commercial purposes only; and + + C. produce, reproduce, and Share the Results for Non-Commercial purposes only. Any use of the Results other than Non-Commercial use shall be prior approved by the Licensor. + +In any case, and without limiting the foregoing, You may not use the Licensed Material for any commercial purpose, or in connection with any patent application (or similar attempts to claim an intellectual property right). You may make a reasonable number of copies of the Documentation solely for use in connection with the license to the Licensed Material granted above +The grant of rights expressly set forth in this Section 2 are the complete grant of rights to you in the Licensed Material, and no other licenses are granted, whether by waiver, estoppel, implication, equity or otherwise. Licensor reserve all rights not expressly granted by this License. Should you want to obtain other rights on the License Material, including commercial rights, You are invited to directly contact the Licensor for negotiating a separate agreement, including financial conditions of such rights. +The foregoing License is personal to you, and you may not assign or sublicense this License or any other rights or obligations under this License without Owkin’s prior written consent; any such assignment or sublicense will be void and will automatically and immediately terminate this License. + + 2. Exceptions and Limitations. + +For the avoidance of doubt, this License is not intended to limit fair use, fair dealing, and/or any other exception or limitation to Copyright and Similar Rights that applies to Your use of the Licensed Material in accordance with applicable laws. + + 3. Media and formats; technical modifications allowed. + +The Licensor authorizes You to exercise the Licensed Rights in all media and formats whether now known or hereafter created, and to make technical modifications necessary to do so. The Licensor waives and/or agrees not to assert any right or authority to forbid You from making technical modifications necessary to exercise the Licensed Rights, including technical modifications necessary to circumvent Effective Technological Measures. For purposes of this License, simply making modifications authorized by this Section 2(a)(3) never produces Derivative Work. + + 4. Downstream recipients. + + A. Offer from the Licensor – Licensed Material. Every recipient of the Licensed Material automatically receives an offer from the Licensor to exercise the Licensed Rights under the terms and conditions of this License. + + B. Additional offer from the Licensor – Derivative Works. Every recipient of Derivative Work from You automatically receives an offer from the Licensor to exercise the Licensed Rights in the Derivative Work under the conditions of this License. + + C. No downstream restrictions. You may not offer or impose any additional or different terms or conditions on, or apply any Effective Technological Measures to, the Licensed Material if doing so restricts exercise of the Licensed Rights by any recipient of the Licensed Material. + + 5. No endorsement. Nothing in this License constitutes or may be construed as permission to assert or imply that You are, or that Your use of the Licensed Material is, connected with, or sponsored, endorsed, or granted official status by, the Licensor or others designated to receive attribution as provided in Section 3(b)(1)(A)(i). + +b. Other rights + + 1. Moral Rights. Moral rights, such as the right of integrity, are not licensed under this License, nor are publicity, privacy, and/or other similar personality rights; however, to the extent possible, the Licensor waives and/or agrees not to assert any such rights held by the Licensor to the limited extent necessary to allow You to exercise the Licensed Rights, but not otherwise. + + 2. Industrial Property Rights. Patent and trademark rights are not licensed under this License. + + 3. Royalties. To the extent possible, the Licensor waives any right to collect royalties from You for the exercise of the Licensed Rights, whether directly or through a collecting society under any voluntary or waivable statutory or compulsory licensing scheme. In all other cases the Licensor expressly reserves any right to collect such royalties, including when the Licensed Material is used other than for Non-Commercial purposes. + + +SECTION 3 – LICENSE CONDITIONS +Your exercise of the Licensed Rights is expressly made subject to the following conditions. + +a. Use + + 1. Scope limitation. + + You will not, and will not permit, assist or cause any third party: + + A. to use, modify, copy, reproduce, create derivative works of, or distribute the Licensed Material and Derivative Works (or any works linked thereof or incorporating the Licensed Material), in whole or in part, for any purposes other than Non-Commercial, including for commercial or production purposes, + + B. to use, produce, reproduce or Share the Results for other purposes than Non-Commercial, without the prior written approval of the Licensor. + + 2. Infringement. + + You will not, and will not permit, assist or cause any third party, to use, modify, copy, reproduce, create derivative works of, or distribute the Licensed Material, and any Third Party Material included therein, and Derivative Works (or any works linked thereof or incorporating the Licensed Material), in whole or in part, in any manner that infringes, misappropriates, or otherwise violates any third-party rights, You will not, and will not permit, assist or cause any third party to alter or remove copyright and other proprietary notices which appear on or in the License Material.3. + + 3. Compliance. + + You will not, and will not permit, assist or cause any third party to use, modify, copy, reproduce, create derivative works of, or distribute the Licensed Material, and any Third Party Material included therein, and Derivative Works (or any works linked thereof or incorporating the Licensed Material), in whole or in part, in any manner that violates any applicable law and violating any privacy or security laws, rules, regulations, directives, or governmental requirements (including the General Data Privacy Regulation (Regulation (EU) 2016/679), as well as all amendments and successor laws to any of the foregoing. + +b. Attribution + + 1. If You Share the Licensed Material (including in modified form), You must: + + A. retain the following if it is supplied by the Licensor with the Licensed Material: + + i. identification of the creator(s) of the Licensed Material and any others designated to receive attribution, in any reasonable manner requested by the Licensor (including by pseudonym if designated); + ii. a copyright notice; + iii. a notice that refers to this License; + iv. a notice that refers to the disclaimer of warranties; + v. a URI or hyperlink to the Licensed Material to the extent reasonably practicable; + + B. indicate if You modified the Licensed Material and retain an indication of any previous modifications; and + + C. indicate the Licensed Material is licensed under this License, and include the text of, or the URI or hyperlink to, this License. + + 2. You may satisfy the conditions in Section 3(b)(1) in any reasonable manner based on the medium, means, and context in which You Share the Licensed Material. For example, it may be reasonable to satisfy the conditions by providing a URI or hyperlink to a resource that includes the required information. + + 3. If requested by the Licensor, You must remove any of the information required by Section 3(b)(1)(A) to the extent reasonably practicable. + + 4. If You Share Derivative Works You produce, the Derived License You apply must not prevent recipients of the Derivative Work from complying with this License. + +c. ShareAlike + + 1. In addition to the conditions in Section 3 (a) and 3(b), if You Share Licensed Material and/or Derivative Works or Results You produce, the following conditions also apply. + + 2. The Derived License You apply must have the same terms and conditions than the License, this version or later. In particular, recipients of the Licensed Material, of Your Derivatives Work or of Your Results shall not use them, or any work or material subject to Copyright and Similar Rights that is derived from or based upon them, or results obtained through their use, for any purposes other than Non-Commercial. + + 3. You must include the text of, or the URI or hyperlink to, the Derived License You apply. You may satisfy this condition in any reasonable manner based on the medium, means, and context in which You Share Derivative Works or Results. + + 4. You may not offer or impose any additional or different terms or conditions on, or apply any Effective Technological Measures to, Derivative Works or Results that modify the rights granted under this License. + + +SECTION 4 – SUI GENERIS DATABASE RIGHTS + +Where the Licensed Rights include Sui Generis Database Rights that apply to Your use of the Licensed Material: + +a. for the avoidance of doubt, Section 2(a)(1) grants You the right to extract, reuse, reproduce, and Share all or a substantial portion of the contents of the database for Non-Commercial purposes only, subject to the provision of the Section 6; + +b. if You include all or a substantial portion of the database contents in a database in which You have Sui Generis Database Rights, then the database in which You have Sui Generis Database Rights (but not its individual contents) is Derivative Work; and + +c. You must comply with the conditions in Section 3(b) and (c) and in Section 6 if You Share all or a substantial portion of the contents of the database. +For the avoidance of doubt, this Section 4 supplements and does not replace Your obligations under this License where the Licensed Rights include other Copyright and Similar Rights. + + +SECTION 5 – DISCLAIMER OF WARRANTIES - LIMITATION OF LIABILITY - INDEMNIFICATION + +a. Disclaimer. + +You acknowledge that the Licensed Material is offered and made available “as-is”, and that the Licensor makes no representations or warranties of any kind concerning the Licensed Material, whether express, implied, statutory, or other. This includes, without limitation, warranties of title, merchantability, fitness for a particular purpose, produce any particular results, non-infringement, absence of latent or other defects, accuracy, or the presence or absence of errors or free of viruses or other harmful component, whether or not known or discoverable. + + +b. Liability. + +You are responsible for your use of the Licensed Material, any Derivative Works or Results and shall bear all risks associated with this use, including but not limited to: instability, malfunctioning, loss of content and in particular data, and other damage or loss. To the extent possible, in no event will the Licensor be liable to You on any legal theory (including, without limitation, negligence) or otherwise for any direct, special, indirect, incidental, consequential, punitive, exemplary, or other losses, costs, expenses, or damages arising out of this License or use of the Licensed Material, any Derivative Works or Results even if the Licensor has been advised of the possibility of such losses, costs, expenses, or damages. + +c. The disclaimer of warranties and limitation of liability provided above shall be interpreted in a manner that, to the extent possible, most closely approximates an absolute disclaimer and waiver of all liability. + +d. Indemnification. You agree to indemnify, defend, and hold harmless the Licensor, its affiliates, and their respective officers, directors, employees, and agents from and against any and all claims, liabilities, damages, losses, or expenses, including reasonable attorneys'' fees and costs, arising out of or in any way connected with Your access to or use of the Licensed Material, Derivative Works or Results. + + +SECTION 6 – THIRD PARTY MATERIALS + +a. Third Party Materials. + +The Licensed Material may contain Third Party Materials, which are subject to the license terms of the respective third-party licensors and on which the provisions of the License do not apply. In particular, and without limitation, You acknowledge that the Licensed Material includes the Third Party Materials listed in Annex 1 of this License, and their respective license terms indicated therein. + + +b. Disclaimer. + +You are solely responsible for the use of any Third Party Material, whether or not listed in this License, for compliance with the associated license terms and to obtain the necessary rights to use such Third Party Material if any. Your dealings or correspondence with third parties and Your use of or interaction with any Third Party Materials are solely between You and the third party. Licensor does not control or endorse, and makes no representations or warranties regarding any Third Party Materials, and Your access to and use of such Third Party Materials are at your own risk. + + +SECTION 7 – TERM AND TERMINATION + +a. This License applies for the term of the Copyright and Similar Rights licensed here. However, if You fail to comply with this License, then Your rights under this License terminate automatically. + +b. Where Your right to use the Licensed Material has terminated under Section 7(a), it reinstates: + + 1. automatically as of the date the violation is cured, provided it is cured within thirty (30) days of Your discovery of the violation; or + + 2. upon express reinstatement by the Licensor. + + For the avoidance of doubt, this Section 7(b) does not affect any right the Licensor may have to seek remedies for Your violations of this License. + +c. For the avoidance of doubt, the Licensor may offer the Licensed Material under separate terms or conditions or stop distributing the Licensed Material at any time. Licensor may also specifically terminate this License, in whole or in part, at any time upon notice (including electronic) to you. Licensor may also modify the terms contained herein at any time without notice. You are responsible for periodically reviewing this License for any updates or changes, and continued use of the Licensed Materials constitutes acceptance of any such modifications of the License terms. + +d. Sections 1, 5, 6, 7, 8 and 9 survive termination of this License. + + +SECTION 8 – OTHER TERMS AND CONDITIONS + +a. The Licensor shall not be bound by any additional or different terms or conditions communicated by You unless expressly agreed. + +b. Any arrangements, understandings, or agreements regarding the Licensed Material not stated herein are separate from and independent of the terms and conditions of this License. + + +SECTION 9 – INTERPRETATION + +a. For the avoidance of doubt, this License does not, and shall not be interpreted to, reduce, limit, restrict, or impose conditions on any use of the Licensed Material that could lawfully be made without permission under this License. + +b. To the extent possible, if any provision of this License is deemed unlawful, void or unenforceable, it shall be automatically reformed to the minimum extent necessary to make it enforceable. If the provision cannot be reformed, it shall be severed from this License without affecting the enforceability of the remaining terms and conditions. + +c. No term or condition of this License will be waived and no failure to comply consented to unless expressly agreed to by the Licensor. Waiver of the performance of any of the provisions of the License in no way entails or implies waiver of performance of the other obligations. + +d. This License shall be governed by and construed in accordance with the laws of the State of New York, without regard to its conflict of law provisions. Any and all disputes and controversies arising out of or in connection with this License shall be finally submitted to courts located in the State of New York, as the exclusive jurisdiction. + +e. This License constitutes the entire agreement between You and the Licensor with respect to the Licensed Material, and supersede all prior or contemporaneous communications and proposals, whether oral or written relating to the subject matter hereof. + + +________________ + +Annex 1 – Third Party Materials + +Third Party Code Libraries. + + --------------------------------------------------------------------------- + Name of the code library + Version + License + Licensor + Github repository + --------------------------------------------------------------------------- + HIPT + - + Apache License 2.0 with Commons Clause + Mahmood Lab + https://github.com/mahmoodlab/HIPT/ + --------------------------------------------------------------------------- + dino + - + Apache License 2.0 + Not specified + https://github.com/facebookresearch/dino/ + --------------------------------------------------------------------------- + pytorch-image-models + 0.9.0 + Apache License 2.0 + Ross Wightman + https://github.com/huggingface/pytorch-image-models/ + --------------------------------------------------------------------------- + nystrom-attention + 0.0.11 + MIT License + Phil Wang + https://github.com/lucidrains/nystrom-attention/ + --------------------------------------------------------------------------- + einops + 0.6.1 + MIT License + Alex Rogozhnikov + https://github.com/arogozhnikov/einops/ + --------------------------------------------------------------------------- + hydra-core + 1.3.2 + MIT License + Facebook, Inc. and its affiliates + https://github.com/facebookresearch/hydra/ + --------------------------------------------------------------------------- + imageio + 2.31.1 + BSD-2 Clause + Imageio developers + https://github.com/imageio/imageio/ + --------------------------------------------------------------------------- + lifelines + 0.27.7 + MIT License + Cameron Davidson-Pilon + https://github.com/CamDavidsonPilon/lifelines/ + --------------------------------------------------------------------------- + loguru + 0.7.0 + MIT License + Not specified + https://github.com/Delgan/loguru/ + --------------------------------------------------------------------------- + openslide-python + 1.3.0 + GNU LGPL v2.1 + Free Software Foundation + https://github.com/openslide/openslide-python/ + --------------------------------------------------------------------------- + PyYAML + 6.0.1 + MIT License + Ingy döt Net and Kirill Simonov + https://github.com/yaml/pyyaml/ + --------------------------------------------------------------------------- + scikit-learn + 1.3.0 + BSD-3 Clause + Scikit-learn developers + https://github.com/scikit-learn/scikit-learn/ + --------------------------------------------------------------------------- + torch + 1.13.1 + Modified BSD Clause + See LICENSE + https://github.com/pytorch/pytorch/ + --------------------------------------------------------------------------- + torchvision + 0.14.1 + BSD-3 Clause + Soumith Chintala + https://github.com/pytorch/vision + --------------------------------------------------------------------------- + tqdm + 4.66.1 + MIT and Mozilla Public License + See LICENSE + https://github.com/tqdm/tqdm/ + --------------------------------------------------------------------------- + dill + 0.37.1 + BSD-3 Clause + The Uncertainty Quantification Foundation + https://github.com/uqfoundation/dill/ + + +Third Party Datasets. + + --------------------------------------------------------------------------- + Name of the dataset + License + Dataset home page + --------------------------------------------------------------------------- + NCT-CRC-HE-100K + CC-BY 4.0 License + https://zenodo.org/record/1214456 + --------------------------------------------------------------------------- + Camelyon16 + CC0 1.0 License + https://camelyon17.grand-challenge.org/Data/ + --------------------------------------------------------------------------- + Camelyon17-WILDS + CC0 1.0 License + https://wilds.stanford.edu/datasets/#camelyon17 + diff --git a/reproduction/licenses/PHIKON_PINNED_MODEL_CARD.md b/reproduction/licenses/PHIKON_PINNED_MODEL_CARD.md new file mode 100644 index 000000000..59f0e2247 --- /dev/null +++ b/reproduction/licenses/PHIKON_PINNED_MODEL_CARD.md @@ -0,0 +1,82 @@ +--- +license: other +language: +- en +tags: +- biology +- medical +- cancer +datasets: +- owkin/nct-crc-he +- owkin/camelyon16-features +pipeline_tag: feature-extraction +--- + +# Model Card for Phikon + +--- + +> [!IMPORTANT] +> 🎉 Check out the latest version of Phikon here: [Phikon-v2](https://huggingface.co/owkin/phikon-v2) +> +> +Phikon is a self-supervised learning model for histopathology trained with iBOT. + +To learn more about how to use the model, we encourage you to read our blog post and view this Colab notebook. + +### Model Description + +- **Developed by:** Owkin +- **Funded by:** Owkin and IDRIS +- **Model type:** Vision Transformer Base +- **Model Stats:** + - Params (M): 85.8 + - Image size: 224 x 224 x 3 +- **Paper:** + - Scaling Self-Supervised Learning for Histopathology with Masked Image Modeling. A. Filiot et al., medRxiv 2023.07.21.23292757; doi: [https://doi.org/10.1101/2023.07.21.23292757](https://www.medrxiv.org/content/10.1101/2023.07.21.23292757v2) +- **Pretrain Dataset:** 40 million pan-cancer tiles extracted from [TGCA](https://portal.gdc.cancer.gov/) +- **Original:** https://github.com/owkin/HistoSSLscaling/ +- **License:** [Owkin non-commercial license](https://github.com/owkin/HistoSSLscaling/blob/main/LICENSE.txt) + +## Uses + +### Direct Use + +The primary use of the Phikon model can be used for feature extraction from histology image tiles. + +### Downstream Use + +The model can be used for cancer classification on a variety of cancer subtypes. The model can also be finetuned to specialise on cancer subtypes. + + +## Technical Specifications + +### Compute Infrastructure + +All the models we built were trained on the French Jean Zay cluster. + +### Hardware + +NVIDIA V100 GPUs with 32Gb RAM + +### Software + +PyTorch 1.13.1 + +--- + +### BibTeX entry and citation info + +```bibtex +@article{Filiot2023ScalingSSLforHistoWithMIM, + author = {Alexandre Filiot and Ridouane Ghermi and Antoine Olivier and Paul Jacob and Lucas Fidon and Alice Mac Kain and Charlie Saillard and Jean-Baptiste Schiratti}, + title = {Scaling Self-Supervised Learning for Histopathology with Masked Image Modeling}, + elocation-id = {2023.07.21.23292757}, + year = {2023}, + doi = {10.1101/2023.07.21.23292757}, + publisher = {Cold Spring Harbor Laboratory Press}, + url = {https://www.medrxiv.org/content/early/2023/07/26/2023.07.21.23292757}, + eprint = {https://www.medrxiv.org/content/early/2023/07/26/2023.07.21.23292757.full.pdf}, + journal = {medRxiv} +} +``` \ No newline at end of file diff --git a/reproduction/licenses/SOURCES.json b/reproduction/licenses/SOURCES.json new file mode 100644 index 000000000..a4975584f --- /dev/null +++ b/reproduction/licenses/SOURCES.json @@ -0,0 +1,20 @@ +[ + { + "path": "reproduction/licenses/CC-BY-NC-SA-4.0.txt", + "url": "https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode.txt", + "bytes": 20850, + "sha256": "e66c269d4819aaab34b49ef5220c4ddab6756f21bb5180761a4eb8561f2b7bbd" + }, + { + "path": "reproduction/licenses/PHIKON_PINNED_MODEL_CARD.md", + "url": "https://huggingface.co/owkin/phikon/resolve/057cc0295895c2df3dd7681a89680da6015cbefe/README.md", + "bytes": 2492, + "sha256": "e8a4662af14db31c603e83c29fd838efed0066d4a1a0ab53ca29b224037dfdc3" + }, + { + "path": "reproduction/licenses/OWKIN-Phikon-LICENSE.txt", + "url": "https://raw.githubusercontent.com/owkin/HistoSSLscaling/main/LICENSE.txt", + "bytes": 26629, + "sha256": "a8fe2d02adfb8745e0ac26b0e40c105dfb22d73bf313aa614d356abcca6beeb7" + } +] diff --git a/reproduction/requirements-v1.txt b/reproduction/requirements-v1.txt new file mode 100644 index 000000000..cfec21eac --- /dev/null +++ b/reproduction/requirements-v1.txt @@ -0,0 +1,14 @@ +# Install Torch/Torchvision from the official CPU index when using +cpu versions. +numpy==2.5.4 +scipy==1.18.1 +pandas==3.1.0 +h5py==3.16.0 +scikit-learn==1.9.1 +torch==2.8.0+cpu +torchvision==0.23.0+cpu +transformers==4.57.3 +Pillow==13.0.0 +pytest==9.2.0 +requests==2.34.2 +matplotlib==3.11.2 +threadpoolctl==3.7.0 diff --git a/reproduction/verification/PUBLICATION_REGRESSION.json b/reproduction/verification/PUBLICATION_REGRESSION.json new file mode 100644 index 000000000..a8a3b635a --- /dev/null +++ b/reproduction/verification/PUBLICATION_REGRESSION.json @@ -0,0 +1,95 @@ +{ + "status": "PASS", + "targets": 29, + "checks": [ + "Unmodified author baseline: 122 file hashes", + "Scientific export bytes/schema/row order/null pattern: source_data/Bassiouni_FPS_effects.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/Bassiouni_distance_trends.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/Bassiouni_support_statistics.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/Fig1_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/Fig2_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/Fig3_map_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/Fig4_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/Fig5_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/Fig6_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/README.txt", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig10_QC_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig10_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig1_controls_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig1_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig2_controls_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig2_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig3_panel_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig3_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig4_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig5_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig6_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig7_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig8_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SFig9_source.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SuppTable1_gene_panels.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SuppTable2_per_patient.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SuppTable3_per_gene.csv.gz", + "Scientific export bytes/schema/row order/null pattern: source_data/SuppTable4_negative_controls.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SuppTable5_integrity.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SuppTable6_masks.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/SuppTable7_distance_bins.csv", + "Scientific export bytes/schema/row order/null pattern: source_data/development_patient.csv", + "Scientific export bytes/schema/row order/null pattern: tables/Table1_cohorts.csv", + "Scientific export bytes/schema/row order/null pattern: tables/Table2_primary_20pct.csv", + "Scientific export bytes/schema/row order/null pattern: tables/Table3_coverage_geometry.csv", + "Figure1: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "Figure2: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "Figure3: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "Figure4: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "Figure5: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "Figure6: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "FigureS1: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "FigureS10: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "FigureS11: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "FigureS12: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "FigureS2: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "FigureS3: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "FigureS4: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "FigureS5: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "FigureS6: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "FigureS7: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "FigureS8: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "FigureS9: all ordered plotted arrays/masks, scalar colors, color limits and labels agree with author renderer", + "Figure1: exact author schematic renderer and synthetic coordinates preserved; no patient measurements", + "Table2: all 36 printed metric cells and 12-row order", + "Table2: patient-first cohort medians recomputed from exports", + "TableS1: all 50 gene identifiers/ranks in original order", + "TableS2: 25 patients, 150 printed metric cells and exact ordering", + "TableS9: all coverage cells and within-cohort aggregation", + "Table1: all patient/location count cells", + "TableS5: all 12 recorded audit cells; historical replay not rerun", + "TableS7: distance support counts from per-patient exported trends", + "TableS8: architecture dimensions and printed parameter-count schema", + "TablesS3/S4/S6: definitions/masking schemas; complete digital exports hash checked", + "50-gene normalization/head-target/source-Wu calibration, 512-feature scaler and three original head identities agree with archived originals", + "Figure2: production graph equivalence, caps/symmetry, rounded distances and permutation invariance", + "Figure4: independent patient median curves and within-patient paired effects", + "Figure5: independent patient median curves and within-patient paired effects", + "Figure6: full-export 98th percentile cap, exact point ordering/values including preserved capture-window inputs", + "4448-row sampling export retained; all source rows/nulls hash checked" + ], + "rtol": 1e-12, + "atol": 1e-12, + "graph": { + "nodes": 36, + "edges": [ + 94, + 22, + 98, + 85 + ], + "permutations_checked": 3, + "distance_atol_um": 2e-06 + }, + "figure6_color_cap": 1.6955589056015006, + "pdf_byte_equality_required": false, + "baseline": "Unmodified author-supplied PREFLIGHT_FIXED package, pinned by ZIP/file SHA256", + "original_prediction_replay": false, + "scope": "All author-rendered plotted arrays and all table sources checked; independent checks for printed numeric cells, definitions, ordering, graphs and constants. No new scientific results." +} diff --git a/reproduction/verification/SEED_VARIATION.csv b/reproduction/verification/SEED_VARIATION.csv new file mode 100644 index 000000000..806cf0525 --- /dev/null +++ b/reproduction/verification/SEED_VARIATION.csv @@ -0,0 +1,151 @@ +cohort,patient,method,metric,training_seeds,variance_ddof1,std_ddof1,min,max +bassiouni,BASS_P01,M0,median_pearson,3,0.0003581016291249239,0.018923573370928756,0.04498470339625615,0.08046881912356402 +bassiouni,BASS_P01,M0,mean_mse,3,0.032304206573222624,0.1797337101748657,1.2093701172225382,1.5688089901416649 +bassiouni,BASS_P01,M0,mean_mae,3,0.005382595386221373,0.07336617331046627,0.9036850526681345,1.0503793814119278 +bassiouni,BASS_P01,M3,median_pearson,3,2.0756856712552844e-05,0.004555969349386894,0.36466083256171683,0.37368019856489443 +bassiouni,BASS_P01,M3,mean_mse,3,1.4061606550459019e-05,0.0037498808715023227,0.10279380000326947,0.11023280424144122 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b/src/graphpathology/reproduction_artifacts.py @@ -0,0 +1,194 @@ +"""Integrity plus actual real-patient replay of recovered states, without refitting.""" +import argparse +import json +from pathlib import Path +import time + +import numpy as np +import pandas as pd +import torch +from threadpoolctl import threadpool_limits + +from .assets import sha +from .core import mlp_model, predict +from .reproduction_primary import checked_namespace, write_json +from .reproduction_replay import compare_tables, PANEL_METRICS + + +def matched_prediction(root, patient, item): + from .backbone_train import load, design + data = load(root, item['backbone'], patient) + scaler = root / item['feature_scaler']; cp = root / item['checkpoint'] + if sha(scaler) != item['feature_scaler_sha256'] or sha(cp) != item['checkpoint_sha256']: + raise ValueError('Recovered matched identity mismatch') + with np.load(scaler, allow_pickle=False) as f: + x = ((data['embeddings'] - f['mean']) / f['scale']).astype(np.float32) + features, _ = design({patient:data}, {patient:x}, item['model'], item['control'], item['seed']) + state = torch.load(cp, map_location='cpu', weights_only=True) + if state['seed'] != item['seed'] or state['config'] != item['config']: + raise ValueError('Matched saved configuration/seed mismatch') + net = mlp_model(features[patient].shape[1], 50, state['config']) + net.load_state_dict(state['state_dict'], strict=True); net.eval() + image = predict(net, features[patient], 'B2').astype(float) + if patient != 'TENX99': + cal = json.loads((root/'checkpoints/legacy/C9/C9A/T1_SCALER.json').read_text()) + np.testing.assert_array_equal(data['genes'], cal['genes']) + image = np.array(cal['destination']['center']) + np.array(cal['destination']['scale'])*(image-np.array(cal['source']['center']))/np.array(cal['source']['scale']) + return data, image + + + +def matched_reference(root, patient, run_id): + """Reused states retain their old export path; unselected trials may lack exports.""" + base = root / 'experiments/journal_revision' + options = [base / 'backbone_graph_comparison' / stage / patient / run_id / 'PANEL.csv.gz' + for stage in ['primary_evaluation', 'evaluation']] + options.append(base / 'transformer_egnn/evaluation' / patient / ('frozen_' + run_id) / 'PANEL.csv.gz') + return next((p for p in options if p.is_file()), None) + + + +def reference_threads(reference, default=4): + """Read immutable runtime metadata; never choose a runtime from metric agreement.""" + if reference is None: + return default + metadata = reference.parent / 'COMPLETE.json' + if not metadata.exists(): + return default + return int(json.loads(metadata.read_text()).get('threads', default)) + + +def verify_recovered(root, output, patient='BASS_P19'): + from .extension_evaluate import model_inventory, load_data, prediction, masks, score_set + output = checked_namespace(root, output, 'reproduction/runs') + if output.exists(): raise FileExistsError(output) + output.mkdir(parents=True); started = time.monotonic() + data = load_data(root, patient) + if len(data['targets']) > 2048: raise ValueError('Choose a genuinely measured small section for bounded verification') + mask = next(m for m in masks(root,data,patient) if m['design']=='historical_V1' and m['budget']==.2 and m['mask_seed']==0) + records = []; unique = set(); rows = [] + for item in model_inventory(root): + cp = root / item['checkpoint'] + if sha(cp) != item['checkpoint_sha256']: raise ValueError('Recovered checkpoint identity mismatch') + state = torch.load(cp,map_location='cpu',weights_only=True) + if state['seed'] != item['seed']: raise ValueError('Saved seed mismatch') + if item['origin']=='new': + fit = json.loads((root/item['fit_record']).read_text()) + if state['epoch'] != fit['selected_epoch'] or state['variant'] != item['variant']: + raise ValueError('Advanced selected-state link mismatch') + elif state['config'] != item['old_config']: raise ValueError('Minibatch architecture mismatch') + expected_path = root/'experiments/journal_revision/transformer_egnn/evaluation'/patient/item['id']/'PANEL.csv.gz' + runtime = reference_threads(expected_path) + torch.set_num_threads(runtime) + image = prediction(root,data,patient,item) + if image.shape!=(len(data['targets']),50) or not np.isfinite(image).all(): raise ValueError('Nonfinite recovered forward') + panels,_,_,checks = score_set(data,image,mask,item,patient) + expected_path = root/'experiments/journal_revision/transformer_egnn/evaluation'/patient/item['id']/'PANEL.csv.gz' + expected = pd.read_csv(expected_path) + expected = expected[expected.design.eq('historical_V1')&expected.budget.eq(.2)&expected.mask_seed.eq(0)] + regression = compare_tables(pd.DataFrame(panels), expected, ['route'], PANEL_METRICS) + records.append({'study':'advanced_48' if item['origin']=='new' else 'minibatch_30','identity':item['id'], + 'checkpoint':item['checkpoint'],'sha256':sha(cp),'safe_load':True,'real_forward_rows':len(image), + 'patient':patient,'torch_threads':runtime,'regression':regression,'hidden_corruption_checks':checks}) + unique.add(item['checkpoint']); rows.extend(panels) + write_json(output/'ARTIFACT_CHECKS.json',records) + candidates = json.loads((root/'experiments/journal_revision/backbone_graph_comparison/ALL_CANDIDATE_FIT_MANIFEST.json').read_text()) + selected = {r['run_id'] for r in json.loads((root/'experiments/journal_revision/backbone_graph_comparison/SELECTED_FIT_MANIFEST.json').read_text())} + for item in candidates: + expected_path = matched_reference(root,patient,item['run_id']) + runtime = reference_threads(expected_path) + torch.set_num_threads(runtime) + data, image = matched_prediction(root,patient,item) + if not np.isfinite(image).all(): raise ValueError('Nonfinite matched forward') + meta = {'id':item['run_id'],'origin':'matched_'+item['backbone'],'variant':item['model']+'_'+item['control'],'seed':item['seed']} + panels,_,_,checks = score_set(data,image,mask,meta,patient) + expected_path = matched_reference(root,patient,item['run_id']) + if expected_path is None: + regression = {'status':'PARTIAL','scope':'Unselected candidate has no historical external export; safe real forward only.'} + else: + expected = pd.read_csv(expected_path) + expected = expected[expected.design.eq('historical_V1')&expected.budget.eq(.2)&expected.mask_seed.eq(0)] + regression = compare_tables(pd.DataFrame(panels),expected,['route'],PANEL_METRICS) + records.append({'study':'matched_candidates_72','identity':item['run_id'],'checkpoint':item['checkpoint'], + 'sha256':sha(root/item['checkpoint']),'safe_load':True,'real_forward_rows':len(image),'patient':patient, + 'selected':item['run_id'] in selected,'torch_threads':runtime,'regression':regression,'hidden_corruption_checks':checks}) + unique.add(item['checkpoint']); rows.extend(panels) + write_json(output/'ARTIFACT_CHECKS.json',records) + # Optimizer/resume states are additional artifact files, never counted as fitted models. + resumes=[] + for path in sorted((root/'checkpoints/journal_revision/transformer_egnn').glob('*/resume.pt')): + payload=torch.load(path,map_location='cpu',weights_only=True) + if not {'model','optimizer','epoch'}<=payload.keys(): raise ValueError('Incomplete optimizer/resume state') + resumes.append({'path':str(path.relative_to(root)),'sha256':sha(path),'epoch':payload['epoch'],'safe_load':True}) + write_json(output/'ARTIFACT_CHECKS.json',records);write_json(output/'RESUME_CHECKS.json',resumes) + pd.DataFrame(rows).to_csv(output/'REAL_SAMPLE_PANEL.csv.gz',index=False) + summary={'status':'EXACT_REPLAY' if all(r['regression']['status']=='EXACT_REPLAY' for r in records) else 'PARTIAL', + 'references_checked':len(records),'unique_best_states':len(unique),'safe_resume_files':len(resumes), + 'real_patient':patient,'locations':len(data['targets']),'real_mask':'original V1 random seed0,20% anchors', + 'scope':'All recovered model references; one actual small patient/mask, three prediction routes. No whole-cohort accuracy claim.', + 'reference_replays':sum(r['regression']['status']=='EXACT_REPLAY' for r in records), + 'safe_forward_only':sum(r['regression']['status']=='PARTIAL' for r in records), + 'elapsed_seconds':time.monotonic()-started} + write_json(output/'SUMMARY.json',summary);return summary + + +def replay_matched(root, output): + from .extension_evaluate import masks, score_set + from .backbone_analysis import paired_effects + from .reproduction_replay import patients + output=checked_namespace(root,output,'reproduction/runs') + if output.exists():raise FileExistsError(output) + output.mkdir(parents=True);started=time.monotonic();rows=[];regressions=[] + items=json.loads((root/'experiments/journal_revision/backbone_graph_comparison/SELECTED_FIT_MANIFEST.json').read_text()) + items=[r for r in items if r['model'] in ['local','GCN'] and r['control'] in ['local','spatial']] + if len(items)!=12:raise ValueError('Expected validation-selected local/GCN ×two backbones×three seeds') + for cohort,patient in patients(root): + if cohort!='bassiouni':continue + for item in items: + expected_path=matched_reference(root,patient,item['run_id']) + runtime=reference_threads(expected_path) + torch.set_num_threads(runtime) + data,image=matched_prediction(root,patient,item) + ms=[m for m in masks(root,data,patient) if m['design']=='historical_V1' and m['budget']==.2] + if len(ms)!=3:raise ValueError('Expected three fixed neural mask seeds') + panels=[] + for mask in ms: + meta={'id':item['run_id'],'origin':'matched_'+item['backbone'],'variant':item['model']+'_'+item['control'],'seed':item['seed']} + panel,_,_,_=score_set(data,image,mask,meta,patient) + panels.extend([r for r in panel if r['route']=='exploratory_residual_anchor']) + expected_path=matched_reference(root,patient,item['run_id']) + if expected_path is None:raise FileNotFoundError('Selected model must have historical external exports') + expected=pd.read_csv(expected_path) + expected=expected[expected.design.eq('historical_V1')&expected.budget.eq(.2)&expected.route.eq('exploratory_residual_anchor')] + actual=pd.DataFrame(panels) + regression=compare_tables(actual,expected,['mask_seed'],PANEL_METRICS) + regressions.append({'patient':patient,'run_id':item['run_id'],**regression}) + actual=actual.assign(backbone=item['backbone'],model=item['model']) + rows.append(actual) + print('MATCHED REPLAYED',patient,flush=True) + panel=pd.concat(rows,ignore_index=True);panel.to_csv(output/'PANEL.csv.gz',index=False) + # Three equal masks within seed, then three equal training seeds within patient. + keys=['backbone','patient','model'];patient=panel.groupby(keys+['training_seed'])[PANEL_METRICS].mean().reset_index().groupby(keys)[PANEL_METRICS].mean().reset_index() + effects=[] + for backbone,g in patient.groupby('backbone'): + a=g[g.model.eq('GCN')].set_index('patient');b=g[g.model.eq('local')].set_index('patient') + for pid in a.index: + effects.append({'backbone':backbone,'patient':pid,'delta_pearson':a.loc[pid,'median_pearson']-b.loc[pid,'median_pearson'], + 'relative_mse':a.loc[pid,'mean_mse']/b.loc[pid,'mean_mse']-1}) + effects=pd.DataFrame(effects);effects.to_csv(output/'PAIRED_PATIENT_EFFECTS.csv',index=False) + effects.groupby('backbone')[['delta_pearson','relative_mse']].median().to_csv(output/'COHORT_EFFECTS.csv') + write_json(output/'REGRESSION.json',regressions) + summary={'status':'EXACT_REPLAY' if all(r['status']=='EXACT_REPLAY' for r in regressions) else 'PARTIAL','patients':22, + 'selected_models':12,'panel_rows':len(panel),'elapsed_seconds':time.monotonic()-started, + 'scope':'Actual recovered-weight forward predictions, original three neural masks,20% distributed residual GCN-versus-local, both backbones.'} + write_json(output/'SUMMARY.json',summary);return summary + + +def main(): + p=argparse.ArgumentParser(description=__doc__);p.add_argument('--root',type=Path,default=Path(__file__).resolve().parents[2]) + p.add_argument('action',choices=['verify','matched']);p.add_argument('--output',type=Path,required=True);a=p.parse_args() + torch.set_num_threads(4);torch.use_deterministic_algorithms(True) + with threadpool_limits(4):result=verify_recovered(a.root.resolve(),a.output.resolve()) if a.action=='verify' else replay_matched(a.root.resolve(),a.output.resolve()) + print(json.dumps(result,indent=2)) + +if __name__=='__main__':main() diff --git a/src/graphpathology/reproduction_primary.py b/src/graphpathology/reproduction_primary.py index 68484519c..24e856f5f 100644 --- a/src/graphpathology/reproduction_primary.py +++ b/src/graphpathology/reproduction_primary.py @@ -125,7 +125,7 @@ def audit_inputs(root, cfg): def load_heads(folder): manifest = json.loads((folder / 'MANIFEST.json').read_text()) - if manifest['origin'] != ORIGIN or len(manifest['heads']) != 3: + if manifest['origin'] != ORIGIN or [r['seed'] for r in manifest['heads']] != [0,1,2]: raise ValueError('Replacement identity/ensemble size mismatch') heads = [] for item in manifest['heads']: @@ -145,6 +145,9 @@ def load_heads(folder): def image_predictions(folder, features): + features=np.asarray(features) + if features.ndim!=2 or features.shape[1]!=512 or len(features)==0 or not np.isfinite(features).all(): + raise ValueError('Finite nonempty N by512 frozen feature matrix required') _, heads, sx, sy = load_heads(folder) x = sx.transform(features) individual = [sy.inverse(predict(h, x, 'B2')) for h in heads] @@ -214,7 +217,8 @@ def main(): output = checked_namespace(root, args.output, 'reproduction/runs') if output.exists(): raise FileExistsError(output) with np.load(args.features, allow_pickle=False) as f: features = f['embeddings'] - image, _ = image_predictions(args.checkpoints, features) + torch.set_num_threads(4); torch.use_deterministic_algorithms(True) + with threadpool_limits(4): image, _ = image_predictions(args.checkpoints, features) output.parent.mkdir(parents=True, exist_ok=True) np.savez_compressed(output, prediction=image, origin=np.array(ORIGIN)) diff --git a/src/graphpathology/reproduction_release.py b/src/graphpathology/reproduction_release.py new file mode 100644 index 000000000..3bb0fcd6f --- /dev/null +++ b/src/graphpathology/reproduction_release.py @@ -0,0 +1,210 @@ +"""Versioned artifact packaging and checksum-first, non-overwriting restoration.""" +import argparse +import hashlib +import io +import json +from pathlib import Path, PurePosixPath +import shutil +import stat +import subprocess +import zipfile + +from .assets import sha +from .reproduction_primary import write_json + +RESTORE_PREFIXES = ('checkpoints/reproduced/', 'checkpoints/journal_revision/', + 'experiments/journal_revision/', 'reproduction/', 'configs/reproduction/') + + +def member_path(root, name): + pure = PurePosixPath(name) + if pure.is_absolute() or '..' in pure.parts or '\\' in name or not name.startswith(RESTORE_PREFIXES): + raise ValueError('Disallowed artifact member: ' + name) + target = root.joinpath(*pure.parts) + if root.resolve() not in target.resolve().parents: + raise ValueError('Artifact member escapes checkout through a symlink') + return target + + +def stream_sha(stream): + h = hashlib.sha256() + for block in iter(lambda: stream.read(1024 * 1024), b''): h.update(block) + return h.hexdigest() + + +def verify_assets(directory, manifest): + for asset in manifest['assets']: + name = asset['name'] + if Path(name).name != name: raise ValueError('Asset filename must be a basename') + path = directory / name + if path.stat().st_size != asset['bytes'] or sha(path) != asset['sha256']: + raise ValueError('Release asset size/checksum mismatch: ' + name) + return {'status':'PASS','assets':len(manifest['assets']), + 'bytes':sum(a['bytes'] for a in manifest['assets'])} + + +def restore(root, directory, manifest): + """Preflight every member and existing destination before writing any file.""" + verified = verify_assets(directory, manifest) + pending = []; destinations = {} + for asset in manifest['assets']: + if 'files' not in asset: continue + with zipfile.ZipFile(directory / asset['name']) as archive: + names = [r.filename for r in archive.infolist() if not r.is_dir()] + if len(names) != len(set(names)) or set(names) != set(asset['files']): + raise ValueError('Archive member set differs from release file index') + for info in archive.infolist(): + if info.is_dir(): continue + if stat.S_ISLNK(info.external_attr >> 16): raise ValueError('Symlink members are forbidden') + target = member_path(root, info.filename); expected = asset['files'][info.filename] + with archive.open(info) as stream: + if stream_sha(stream) != expected: raise ValueError('Member checksum mismatch') + if target in destinations and destinations[target] != expected: + raise ValueError('Conflicting duplicate member across assets') + destinations[target] = expected + if target.exists(): + if not target.is_file() or sha(target) != expected: + raise FileExistsError('Refusing to overwrite existing content: ' + str(target)) + else: pending.append((asset['name'], info.filename, target)) + # All preconditions have passed. Existing identical files are left byte-identical. + written = 0 + for name, member, target in pending: + if target.exists(): continue # Identical shared member already restored by another archive. + target.parent.mkdir(parents=True, exist_ok=True) + with zipfile.ZipFile(directory / name) as archive, archive.open(member) as source, target.open('xb') as dest: + shutil.copyfileobj(source, dest) + written += 1 + return {**verified,'restored_files':written,'existing_identical_or_shared_files':len(destinations)-written} + + +def preservation(root): + baseline=json.loads((root/'reproduction/FROZEN_FILE_SHA256.json').read_text()) + failures=[name for name,digest in baseline['files'].items() if not (root/name).is_file() or sha(root/name)!=digest] + base=baseline['base_commit'];trees={} + for name in ['manuscript','source_data','checkpoints','experiments','archive','archives','results','figures','tables']: + before=subprocess.check_output(['git','ls-tree',base,'--',name],cwd=root,text=True).strip() + after=subprocess.check_output(['git','ls-tree','HEAD','--',name],cwd=root,text=True).strip() + trees[name]={'before':before,'after':after,'identical':before==after} + original_changes=subprocess.check_output(['git','diff','--name-only','--diff-filter=MD',base,'--'],cwd=root,text=True).splitlines() + forbidden_original_changes=[name for name in original_changes if name!='.gitignore'] + return {'status':'PASS' if not failures and not forbidden_original_changes and all(t['identical'] for t in trees.values()) else 'FAIL', + 'baseline_tracked_modified_paths':original_changes,'allowed_original_changes':['.gitignore'], + 'base_commit':base,'checked_files':len(baseline['files']),'differences':failures,'git_trees':trees, + 'manuscript_rebuilt_in_place':False,'historical_results_overwritten':False} + + +def add_archive(assets, path, entries): + """Entries map restored path to bytes or an existing file; preserve member bytes.""" + files={} + with zipfile.ZipFile(path,'x',compression=zipfile.ZIP_DEFLATED,compresslevel=6,allowZip64=True) as z: + for name, value in sorted(entries.items()): + member_path(Path('/tmp/reproduction-checkout'),name) + payload=value if isinstance(value,bytes) else value.read_bytes() + info=zipfile.ZipInfo(name,date_time=(2026,11,1,0,0,0));info.external_attr=0o100644<<16 + info.compress_type=zipfile.ZIP_STORED if name.endswith(('.gz','.zip')) else zipfile.ZIP_DEFLATED + z.writestr(info,payload);files[name]=hashlib.sha256(payload).hexdigest() + assets.append({'name':path.name,'bytes':path.stat().st_size,'sha256':sha(path),'files':files}) + + +def build(root, destination, version='v1'): + if destination.exists(): raise FileExistsError('Fresh release staging directory required') + if root in destination.parents and destination.relative_to(root).parts[0] not in ['work','outputs']: + raise ValueError('Stage release assets outside tracked scientific directories') + public=destination/'public';held=destination/'held-phikon';public.mkdir(parents=True);held.mkdir() + index=json.loads((root/'reproduction/MODEL_INDEX.json').read_text()) + training=root/'checkpoints/reproduced/primary_resnet18/primary-20261101-v1' + prefix='reproduction/release-'+version+'/' + common={prefix+'LICENSE_ARTIFACTS.txt':root/'reproduction/licenses/CC-BY-NC-SA-4.0.txt', + prefix+'UPSTREAM_NOTICES.md':root/'reproduction/LICENSE_AUDIT.md'} + assets=[] + entries={str(p.relative_to(root)):p for p in training.iterdir() if p.is_file()};entries.update(common) + add_archive(assets,public/f'graphpathology-retrained-primary-resnet18-heads-{version}.zip',entries) + for backbone,folder in [('resnet18',public),('phikon',held)]: + models=[m for m in index['models'] if m['backbone']==backbone] + entries={} + for model in models: + path=root/model['checkpoint'] + if sha(path)!=model['sha256']:raise ValueError('Model changed after verification') + entries[model['checkpoint']]=path + scaler=root/model['feature_scaler'];entries[model['feature_scaler']]=scaler + if path.name=='best.pt': + for sibling in path.parent.iterdir(): + if sibling.is_file():entries[str(sibling.relative_to(root))]=sibling + subset={**index,'models':models,'unique_best_states':len(models), + 'logical_references':sum(len(m['references']) for m in models)} + entries[prefix+'MODEL_INDEX_'+backbone+'.json']=(json.dumps(subset,indent=2)+'\n').encode() + entries.update(common if backbone=='resnet18' else {prefix+'OWKIN-Phikon-LICENSE.txt':root/'reproduction/licenses/OWKIN-Phikon-LICENSE.txt',prefix+'RIGHTS_REVIEW.md':root/'reproduction/LICENSE_AUDIT.md'}) + target=folder/(f'graphpathology-exploratory-neural-heads-{version}.zip' if backbone=='resnet18' else f'graphpathology-phikon-heads-RIGHTS-BLOCKED-{version}.zip') + target_assets=assets if backbone=='resnet18' else [] + add_archive(target_assets,target,entries) + if backbone=='phikon':write_json(held/'HELD_MODEL_MANIFEST.json',{'status':'NOT_UPLOADED_RIGHTS_UNCLEAR','assets':target_assets}) + # Source exports are copied byte-for-byte; no raw images/counts/encoders are selected. + entries={} + sources=[(root.parent/'GraphPathology_Transformer_EGNN_Full_Gene_Exports.zip',False), + (root.parent/'GraphPathology_Matched_Backbone_Numerical_Results.zip',True)] + for source,filter_matched in sources: + with zipfile.ZipFile(source) as z: + for name in z.namelist(): + if name.endswith('/'):continue + if filter_matched and not any('journal_v2_' in part or 'resnet18_' in part for part in PurePosixPath(name).parts):continue + if 'phikon' in name.lower() or not name.endswith(('.csv','.csv.gz','.json')): + raise ValueError('Unexpected source-data release member: '+name) + payload=z.read(name) + if name in entries and entries[name]!=payload:raise ValueError('Conflicting recovered export') + entries[name]=payload + # New rerun metrics, histories and primary provenance are separate from historical paths. + for folder in ['tier-a-v1','tier-b-v2']: + for path in (root/'reproduction/runs'/folder).rglob('*'): + if path.is_file() and path.suffix in ['.json','.csv','.gz']: + entries[str(path.relative_to(root))]=path + # Phikon-derived binary/result archives remain local. Export only the ResNet matched rows here. + import pandas as pd + p=pd.read_csv(root/'reproduction/runs/matched-v2/PANEL.csv.gz') + entries[prefix+'MATCHED_RESNET18_REPLAY.csv']=p[p.backbone.eq('resnet18')].to_csv(index=False).encode() + entries.update(common) + add_archive(assets,public/f'graphpathology-source-data-results-{version}.zip',entries) + # Original mixed matched numerical archive remains intact in local rights-review staging. + mixed=root.parent/'GraphPathology_Matched_Backbone_Numerical_Results.zip' + shutil.copyfile(mixed,held/mixed.name) + for source in ['REPRODUCTION_REPORT.md','RESULTS_COMPARISON.csv','README_RELEASE.md','LICENSE_AUDIT.md','requirements-v1.txt','ENVIRONMENT.json','REPLAY_PROTOCOL.md','PRESERVATION_REPORT.json','VALIDATION.json']: + shutil.copyfile(root/'reproduction'/source,public/source) + path=public/source;assets.append({'name':source,'bytes':path.stat().st_size,'sha256':sha(path)}) + manifest={'schema_version':1,'version':version,'tag':'research-artifacts-'+version, + 'code_commit':subprocess.check_output(['git','rev-parse','HEAD'],cwd=root,text=True).strip(), + 'original_main':'67738be6f0aaace07b55afac44db3d3d23c41c9b','code_is_on_unmerged_pr_branch':True, + 'assets':assets,'artifact_license':'CC-BY-NC-SA-4.0; see scoped LICENSE_AUDIT.md', + 'original_primary_recovered':False,'replacement_primary_heads':3,'recovered_public_best_heads':96, + 'additional_resume_files':48,'phikon_best_heads_held_locally':36, + 'pretrained_encoders_included':False,'raw_patient_data_included':False, + 'dependencies':json.loads((root/'reproduction/ENVIRONMENT.json').read_text()), + 'training_environment':json.loads((training/'MANIFEST.json').read_text())['environment'], + 'excluded_from_self_hash':'This manifest, checksum index and later verification receipt cannot hash themselves; upload receipts record their GitHub digests.'} + manifest_path=public/f'graphpathology-model-and-results-manifest-{version}.json';write_json(manifest_path,manifest) + checks=[f"{a['sha256']} {a['name']}" for a in assets]+[f'{sha(manifest_path)} {manifest_path.name}'] + (public/'SHA256SUMS.txt').write_text('\n'.join(checks)+'\n') + verify_assets(public,manifest) + return {'public_assets':len(assets)+2,'public_bytes':sum(p.stat().st_size for p in public.iterdir()), + 'manifest':str(manifest_path),'held_directory':str(held)} + + +def main(): + p=argparse.ArgumentParser(description=__doc__);p.add_argument('--root',type=Path,default=Path(__file__).resolve().parents[2]) + sub=p.add_subparsers(dest='action',required=True) + q=sub.add_parser('build');q.add_argument('--output',type=Path,required=True) + q=sub.add_parser('preserve');q.add_argument('--output',type=Path,required=True) + for action in ['verify','restore']: + q=sub.add_parser(action);q.add_argument('--assets',type=Path,required=True);q.add_argument('--manifest',type=Path,required=True) + a=p.parse_args();root=a.root.resolve() + if a.action=='build':result=build(root,a.output.resolve()) + elif a.action=='preserve': + target=a.output.resolve() + if root not in target.parents or target.relative_to(root).parts[0] not in ['work','outputs','reproduction'] or target.exists(): + raise ValueError('Preservation output must be a fresh work/outputs/reproduction report') + result=preservation(root);write_json(target,result) + if result['status']!='PASS':raise SystemExit('Scientific preservation failed') + else: + manifest=json.loads(a.manifest.read_text()) + result=restore(root,a.assets.resolve(),manifest) if a.action=='restore' else verify_assets(a.assets.resolve(),manifest) + print(json.dumps(result,indent=2)) + +if __name__=='__main__':main() diff --git a/src/graphpathology/reproduction_replay.py b/src/graphpathology/reproduction_replay.py new file mode 100644 index 000000000..c9c3c5d8a --- /dev/null +++ b/src/graphpathology/reproduction_replay.py @@ -0,0 +1,182 @@ +"""New, isolated replay outputs; all historical research artifacts remain read-only.""" +import argparse +import json +from pathlib import Path +import time + +import numpy as np +import pandas as pd +import torch +from threadpoolctl import threadpool_limits + +from .assets import sha +from .core import gene_metrics, summarize +from .journal_data import load_patient, original_masks, WU_EVAL +from .policy import count +from .reproduction_primary import checked_namespace, image_predictions, write_json + +PRIMARY = ['median_pearson', 'mean_mse', 'mean_mae'] +PANEL_METRICS = ['mean_pearson', 'median_pearson', 'mean_mse', 'median_mse', 'mean_mae', 'median_mae'] + + +def patients(root): + selected = json.loads((root / 'checkpoints/legacy/C10/C10A/logs/SOURCE_SAMPLE_SELECTION.json').read_text())['selected'] + return [('wu', p) for p in WU_EVAL] + [('bassiouni', p['patient_id']) for p in selected] + + +def data_root(root, cohort): + return root / ('data/journal_revision' if cohort == 'wu' else 'data/journal_revision/transformer_egnn/geo_ranges') + + +def old_anchor_path(root, cohort, patient): + return root / ('experiments/journal_revision/results/wu_anchors' if cohort == 'wu' else + 'experiments/journal_revision/transformer_egnn/bassiouni_anchors') / patient + + +def compare_tables(actual, expected, keys, metrics, tolerance=1e-10): + joined = actual[keys + metrics].merge(expected[keys + metrics], on=keys, how='outer', + suffixes=('_rerun', '_reference'), validate='one_to_one', indicator=True) + if not joined['_merge'].eq('both').all(): + raise ValueError('Replay reference support differs') + deltas = {}; failures = [] + for metric in metrics: + a, b = joined[metric + '_rerun'].to_numpy(), joined[metric + '_reference'].to_numpy() + if not np.allclose(a, b, rtol=tolerance, atol=tolerance, equal_nan=True): failures.append(metric) + difference = abs(a - b); finite = difference[np.isfinite(difference)] + deltas[metric] = float(finite.max()) if len(finite) else None + return {'status': 'NOT_REPRODUCED' if failures else 'EXACT_REPLAY', 'rows': len(joined), + 'failed_metrics': failures, 'max_abs_deltas': deltas, 'atol': tolerance, 'rtol': tolerance} + + +def tier_a(root, output): + from .journal_anchors import run_patient, summarize_all + output = checked_namespace(root, output, 'reproduction/runs') + output.mkdir(parents=True, exist_ok=True) + start = time.monotonic(); reports = [] + for cohort, patient in patients(root): + folder = output / patient + result = run_patient(root, data_root(root, cohort), cohort, patient, folder) + expected = old_anchor_path(root, cohort, patient) + record = {'patient': patient, 'cohort': cohort, 'elapsed_seconds': result['elapsed_seconds'], + 'corruption_checks': result['corruption_checks'], 'source_hashes': result['input_source_hashes']} + keys = ['experiment', 'mask_id', 'budget', 'regime', 'geometry', 'seed', 'condition', 'method'] + for scope, name, metrics in [('panel', 'PANEL_METRICS.csv.gz', PANEL_METRICS), + ('gene', 'GENE_METRICS.csv.gz', ['pearson', 'mse', 'mae'])]: + a, b = pd.read_csv(folder / name), pd.read_csv(expected / name) + record[scope] = compare_tables(a, b, keys + (['gene'] if scope == 'gene' else []), metrics) + record[scope]['reference_sha256'] = sha(expected / name) + reports.append(record) + write_json(output / 'REGRESSION.json', reports) + print('STRICT REPLAY', patient, record['panel']['status'], record['gene']['status'], flush=True) + summary = summarize_all(output) + summary.update(elapsed_seconds=time.monotonic() - start, + status='EXACT_REPLAY' if all(r[s]['status']=='EXACT_REPLAY' for r in reports for s in ['panel','gene']) else 'PARTIAL', + primary_gene_values_checked=sum(r['gene']['rows'] * 3 for r in reports), + panel_rows_checked=sum(r['panel']['rows'] for r in reports), + corruption_checks=sum(r['corruption_checks'] for r in reports), + secondary_spearman='Near-tie sensitivity; no strict secondary-rank exactness claim.') + write_json(output / 'SUMMARY.json', summary) + return summary + + + +def validate_external_alignment(cached, real): + """External targets are float64; source HEST C0 targets have a different contract.""" + if cached['targets'].dtype != np.float64 or real['targets'].dtype != np.float64: + raise ValueError('External targets must retain the historical float64 precision') + for a,b in [('barcodes','barcodes'),('genes','genes'),('targets','targets')]: + np.testing.assert_array_equal(cached[a],real[b]) + np.testing.assert_allclose(cached['xy_um'],real['xy'],rtol=0,atol=1e-8) + + +def tier_b(root, checkpoint, output): + from .backbone_data import source + from .external import predict as external_predict + output = checked_namespace(root, output, 'reproduction/runs') + if output.exists(): raise FileExistsError(output) + output.mkdir(parents=True); start = time.monotonic() + cal = json.loads((root / 'checkpoints/legacy/C9/C9A/T1_SCALER.json').read_text()) + panels = []; provenance = []; checks = 0 + for cohort, patient in patients(root): + real = load_patient(root, data_root(root, cohort), cohort, patient) + cached, meta = source(root, patient) + validate_external_alignment(cached,real) + ensemble, individual = image_predictions(checkpoint, cached['embeddings']) + images = [('ensemble', ensemble)] + [('seed' + str(i), image) for i, image in enumerate(individual)] + masks = [r for r in original_masks(root, cohort, patient) if r['regime'] == 'V1'] + if len(masks) != 10: raise ValueError('Expected exactly ten original random V1 masks') + for mask in masks: + with np.load(mask['absolute_mask_path']) as f: order = f['order'] + n = len(real['xy']); obs = order[:count(n, .2)]; hidden = np.setdiff1d(np.arange(n), obs) + for training_seed, image in images: + predictions, _ = external_predict(real['xy'], image, real['targets'], obs, hidden, 'V1', cal) + for mode in ['nan', 'random']: + corrupt = real['targets'].copy() + corrupt[hidden] = np.nan if mode == 'nan' else np.random.default_rng(31).normal(size=(len(hidden),50)) + alternate, _ = external_predict(real['xy'], image, corrupt, obs, hidden, 'V1', cal) + for method in ['M0', 'M3']: + np.testing.assert_array_equal(predictions[method], alternate[method]); checks += 1 + for method in ['M0', 'M3']: + panels.append({'cohort': cohort, 'patient': patient, 'method': method, 'mask': mask['mask_id'], + 'mask_sha256': mask['mask_sha256'], 'mask_seed': mask['seed'], 'training_seed': training_seed, + 'budget': .2, 'n_scored': len(hidden), **summarize(gene_metrics(real['targets'][hidden], predictions[method]))}) + provenance.append({'patient': patient, 'cohort': cohort, 'cache_sha256': meta['cache_sha256'], + 'source_hashes': real['source_hashes'], 'normalization_sha256': real['normalization_sha256'], + 'calibration_sha256': sha(root / 'checkpoints/legacy/C9/C9A/T1_SCALER.json'), + 'calibration_applications_M0': 0, 'calibration_applications_M3': 1}) + print('PRIMARY EVALUATED', patient, flush=True) + panel = pd.DataFrame(panels); panel.to_csv(output / 'PANEL.csv.gz', index=False) + old = [] + for cohort, cp in [('wu', 'C9'), ('bassiouni', 'C10')]: + d = pd.read_csv(root / f'checkpoints/legacy/{cp}/{cp}B/{cp}B_PANEL_METRICS.csv') + d = d[(d.regime=='V1') & d.strategy.eq('random') & d.budget.eq(.2) & d.control.fillna('').eq('') & d.method.isin(['M0','M3'])].copy() + d['patient'] = d['sample_id'] if 'sample_id' in d else d['patient_id'] + d['cohort'] = cohort + d = d[d.patient.isin([p for _,p in patients(root)])] + old.append(d) + reference = pd.concat(old, ignore_index=True) + keys = ['cohort','patient','method'] + ref_patient = reference.groupby(keys)[PRIMARY].mean().reset_index() + actual_patient = panel.groupby(keys+['training_seed'])[PRIMARY].mean().reset_index() + joined = actual_patient.merge(ref_patient, on=keys, suffixes=('_rerun','_paper'), validate='many_to_one') + joined.to_csv(output / 'PATIENT_COMPARISON.csv', index=False) + cohort_rows = [] + for (cohort, method, seed), group in joined.groupby(['cohort','method','training_seed']): + for metric in PRIMARY: + paper, rerun = float(group[metric+'_paper'].median()), float(group[metric+'_rerun'].median()) + delta = rerun-paper; relative = delta/abs(paper) if paper else None + passed = abs(delta)<=.05 if metric=='median_pearson' else relative is not None and abs(relative)<=.15 + cohort_rows.append({'cohort':cohort,'method':method,'training_seed':seed,'metric':metric,'paper_value':paper, + 'rerun_value':rerun,'delta':delta,'absolute_delta':abs(delta),'relative_delta':relative, + 'n_patients':len(group),'aggregation':'mean over ten masks within patient; median over patients', + 'status':'APPROXIMATE_RETRAIN' if passed else 'NOT_REPRODUCED','criterion_pass':passed}) + pd.DataFrame(cohort_rows).to_csv(output / 'COHORT_COMPARISON.csv', index=False) + # Whole-section development replay never feeds selection, thresholds or calibration. + development, _ = source(root, 'TENX99') + ensemble, individual = image_predictions(checkpoint, development['embeddings']) + dev = [{'training_seed': seed, **summarize(gene_metrics(development['targets'], image))} + for seed, image in [('ensemble',ensemble)]+[('seed'+str(i),v) for i,v in enumerate(individual)]] + write_json(output / 'DEVELOPMENT.json', dev) + write_json(output / 'INPUT_PROVENANCE.json', provenance) + summary = {'origin':'RETRAINED_NOT_ORIGINAL','patients':25,'training_seeds':3,'mask_seeds':10, + 'panel_rows':len(panel),'hidden_corruption_checks':checks,'elapsed_seconds':time.monotonic()-start, + 'ensemble_criteria_pass':all(r['criterion_pass'] for r in cohort_rows if r['training_seed']=='ensemble'), + 'scope':'Historical primary M0 and M3,20% distributed V1 only; other original neural branches are not replayed.'} + write_json(output / 'SUMMARY.json', summary) + return summary + + +def main(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument('--root',type=Path,default=Path(__file__).resolve().parents[2]) + sub = parser.add_subparsers(dest='action',required=True) + for action in ['tier-a','tier-b']: + p=sub.add_parser(action);p.add_argument('--output',type=Path,required=True) + if action=='tier-b':p.add_argument('--checkpoints',type=Path,required=True) + args=parser.parse_args();root=args.root.resolve() + torch.set_num_threads(4);torch.use_deterministic_algorithms(True) + with threadpool_limits(4): + result=tier_a(root,args.output.resolve()) if args.action=='tier-a' else tier_b(root,args.checkpoints.resolve(),args.output.resolve()) + print(json.dumps(result,indent=2)) + +if __name__=='__main__':main() diff --git a/src/graphpathology/reproduction_reporting.py b/src/graphpathology/reproduction_reporting.py new file mode 100644 index 000000000..6ee3cba9c --- /dev/null +++ b/src/graphpathology/reproduction_reporting.py @@ -0,0 +1,145 @@ +"""Assemble new reproduction reports from isolated completed runs, never paper files.""" +import argparse +from collections import Counter +import csv +import json +from pathlib import Path +import shutil +import subprocess + +import numpy as np +import pandas as pd + +from .assets import sha +from .reproduction_primary import write_json +from .reproduction_replay import patients, old_anchor_path, PRIMARY + + +def comparison(rows, study, patient, method, mask, metric, paper, rerun, aggregation, status, **extra): + paper, rerun = float(paper), float(rerun) + rows.append({'study':study,'patient':patient,'method':method,'mask':mask,'metric':metric, + 'paper_value':paper,'rerun_value':rerun,'delta':rerun-paper,'absolute_delta':abs(rerun-paper), + 'relative_delta':(rerun-paper)/abs(paper) if paper else None, + 'aggregation':aggregation,'status':status,**extra}) + + +def generate(root): + out=root/'reproduction';runs=out/'runs';reports=out/'verification';reports.mkdir(exist_ok=True) + stages={'tier_a':'tier-a-v1','tier_b':'tier-b-v2','tier_c':'tier-c-v3','matched':'matched-v2','training':'primary-20261101-v1'} + summaries={} + for name,folder in stages.items(): + directory=runs/folder + for p in directory.glob('*.json'): + shutil.copyfile(p,reports/(name+'_'+p.name)) + if (directory/'SUMMARY.json').exists():summaries[name]=json.loads((directory/'SUMMARY.json').read_text()) + for folder in ['tier-b-v2','matched-v2']: + for p in (runs/folder).glob('*.csv'):shutil.copyfile(p,reports/(folder+'_'+p.name)) + for folder in ['tier-c-v2','matched-v1']: + for name in ['SUMMARY.json','REGRESSION.json','ARTIFACT_CHECKS.json']: + p=runs/folder/name + if p.exists():shutil.copyfile(p,reports/('runtime_sensitivity_'+folder+'_'+name)) + training=json.loads((runs/'primary-20261101-v1/TRAINING_MANIFEST.json').read_text()) + rows=[] + # Full twenty-estimator20% patient comparison, with all mask outcomes in the result asset. + for cohort,patient in patients(root): + actual=pd.read_csv(runs/'tier-a-v1'/patient/'PANEL_METRICS.csv.gz') + expected=pd.read_csv(old_anchor_path(root,cohort,patient)/'PANEL_METRICS.csv.gz') + for label,frame in [('a',actual),('b',expected)]: + subset=frame[frame.experiment.eq('A')&frame.budget.eq(.2)] + if label=='a':a=subset.groupby('method')[PRIMARY].mean() + else:b=subset.groupby('method')[PRIMARY].mean() + for method in a.index: + for metric in PRIMARY: + comparison(rows,'tier_a_twenty_estimators',patient,method,'original V1 seeds0-9;20%',metric,b.loc[method,metric],a.loc[method,metric], + 'equal mean over ten masks within patient','EXACT_REPLAY',reference_kind='frozen journal numerical export') + b=pd.read_csv(runs/'tier-b-v2/PATIENT_COMPARISON.csv') + for _,r in b.iterrows(): + for metric in PRIMARY: + comparison(rows,'tier_b_primary',r.patient,r.method,'original V1 seeds0-9;20%',metric,r[metric+'_paper'],r[metric+'_rerun'], + 'equal mean over ten masks within patient','APPROXIMATE_RETRAIN',training_seed=r.training_seed,reference_kind='original C9/C10 numerical export') + panel=pd.read_csv(runs/'tier-b-v2/PANEL.csv.gz') + original=[] + for cohort,cp in [('wu','C9'),('bassiouni','C10')]: + d=pd.read_csv(root/f'checkpoints/legacy/{cp}/{cp}B/{cp}B_PANEL_METRICS.csv') + d=d[d.regime.eq('V1')&d.strategy.eq('random')&d.budget.eq(.2)&d.control.fillna('').eq('')&d.method.isin(['M0','M3'])].copy() + d['patient']=d['sample_id'] if 'sample_id' in d else d['patient_id'];d=d[d.patient.isin(panel.patient)] + original.append(d.rename(columns={'seed':'mask_seed'})) + reference=pd.concat(original) + merged=panel.merge(reference[['patient','method','mask_seed']+PRIMARY],on=['patient','method','mask_seed'],suffixes=('_rerun','_paper'),validate='many_to_one') + for _,r in merged.iterrows(): + for metric in PRIMARY: + comparison(rows,'tier_b_primary_mask',r.patient,r.method,r['mask'],metric,r[metric+'_paper'],r[metric+'_rerun'], + 'per-mask panel metric','APPROXIMATE_RETRAIN',training_seed=r.training_seed,reference_kind='original C9/C10 numerical export') + cohort=pd.read_csv(runs/'tier-b-v2/COHORT_COMPARISON.csv') + for _,r in cohort.iterrows(): + comparison(rows,'tier_b_primary_cohort',r.cohort,r.method,'V1;20%',r.metric,r.paper_value,r.rerun_value,r.aggregation,r.status, + training_seed=r.training_seed,reference_kind='full precision original C9/C10 cohort aggregation',criterion_pass=r.criterion_pass) + patient=pd.read_csv(runs/'tier-a-v1/PATIENT_METRICS.csv') + for cohort,paper in [('Wu',.359),('Bassiouni',.416)]: + d=patient[patient.cohort.eq(cohort)&patient.experiment.eq('A')&patient.budget.eq(.2)&patient.method.eq('idw_k16_p2')] + comparison(rows,'tier_a_paper_anchor',cohort,'idw_k16_p2','V1;20%','median_pearson',paper,d.median_pearson.median(), + 'mean masks within patient; median patients','EXACT_REPLAY',reference_kind='typeset three-decimal target; strict full-precision audit separate') + effects=pd.read_csv(runs/'tier-a-v1/PAIRED_PATIENT_EFFECTS.csv') + d=effects[effects.cohort.eq('Bassiouni')&effects.budget.eq(.2)&effects.contrast.eq('idw_k16_p2_region_exclusion_vs_distributed')] + for metric,paper in [('delta_pearson',-.1541),('relative_mse',.45)]: + comparison(rows,'tier_a_paper_placement','Bassiouni','region_exclusion_vs_distributed','B2 identical H;20%',metric,paper,d[metric].median(), + 'paired per-patient effect; median22 patients','EXACT_REPLAY',reference_kind='rounded typeset target; strict full-precision audit separate') + matched=pd.read_csv(runs/'matched-v2/COHORT_EFFECTS.csv').set_index('backbone') + for backbone,targets in [('resnet18',(.0481,-.1784)),('phikon',(.0075,-.0170))]: + for metric,paper in zip(['delta_pearson','relative_mse'],targets): + comparison(rows,'matched_recovered_weights','Bassiouni',backbone+'_GCN_vs_local','historical neural seeds0-2;20% residual',metric, + paper,matched.loc[backbone,metric],'equal masks, equal training seeds, paired patient effect; median22 patients','EXACT_REPLAY', + reference_kind='rounded typeset target;792 exact full-precision reference rows audited separately') + pd.DataFrame(rows).to_csv(out/'RESULTS_COMPARISON.csv',index=False) + # Append replacement identities without changing or erasing the original missing rows. + inventory=list(csv.DictReader(open(out/'INVENTORY.csv'))) + inventory=[r for r in inventory if r['family']!='retrained_primary'] + cp=root/'checkpoints/reproduced/primary_resnet18/primary-20261101-v1' + for r in training['heads']: + inventory.append({'identity':'replacement_primary_seed'+str(r['seed']),'family':'retrained_primary','status':'RETRAINED_REPLACEMENT', + 'expected_sha256':'','actual_sha256':r['sha256'],'path':str((cp/r['file']).relative_to(root)), + 'needed_for_current_replay':True,'note':'RETRAINED_NOT_ORIGINAL; fresh identity; source/validation only; original remains missing.'}) + with (out/'INVENTORY.csv').open('w') as f: + w=csv.DictWriter(f,fieldnames=list(inventory[0]),lineterminator='\n');w.writeheader();w.writerows(inventory) + # Model-specific index, preserving candidate/selected distinctions and shared state references. + items={}; selected={r['run_id'] for r in json.loads((root/'experiments/journal_revision/backbone_graph_comparison/SELECTED_FIT_MANIFEST.json').read_text())} + sources=[('minibatch_30',root/'experiments/journal_revision/results/hest_learned/FIT_MANIFEST.json'), + ('matched_candidates_72',root/'experiments/journal_revision/backbone_graph_comparison/ALL_CANDIDATE_FIT_MANIFEST.json')] + for study,path in sources: + for fit in json.loads(path.read_text()): + checkpoint=fit.get('checkpoint',fit.get('checkpoint_relative_path'));backbone=fit.get('backbone','resnet18') + d=items.setdefault(checkpoint,{'checkpoint':checkpoint,'sha256':fit.get('checkpoint_sha256'),'backbone':backbone,'origin':'RECOVERED_POST_V1_EXPLORATORY', + 'seed':fit['seed'],'model':fit['model'],'control':fit['control'],'architecture':{'class':'core.mlp_model','input_dim':(768 if backbone=='phikon' else 512)*(2 if fit['model']=='SAGE' else 1),'output_dim':50,**fit['config']}, + 'feature_scaler':fit.get('feature_scaler','checkpoints/journal_revision/hest_learned/journal_v2_feature_scaler.npz'), + 'target_scaling':'Direct C0 normalized targets; no additional head-target scaler', + 'selected_epoch':fit.get('selected_epoch',fit.get('best_epoch')),'training':fit.get('training'), + 'fit_records':[],'references':[]}) + d['fit_records'].append({'source':str(path.relative_to(root)),'sha256':sha(path),'record':fit}) + d['references'].append({'study':study,'run_id':fit['run_id'],'matched_selected':study=='matched_candidates_72' and fit['run_id'] in selected}) + for path in sorted((root/'experiments/journal_revision/transformer_egnn/fits').glob('*.json')): + fit=json.loads(path.read_text());checkpoint=fit['best_checkpoint_relative'] + items[checkpoint]={'checkpoint':checkpoint,'sha256':fit['best_checkpoint_sha256'],'backbone':'resnet18','origin':'RECOVERED_POST_V1_EXPLORATORY', + 'seed':fit['seed'],'model':fit['variant'],'control':'see immutable variant definition','architecture':{'class':'extension_models.ExtensionModel','variant':fit['variant']}, + 'feature_scaler':'checkpoints/journal_revision/hest_learned/journal_v2_feature_scaler.npz','target_scaling':'Direct C0 normalized targets; no additional head-target scaler', + 'selected_epoch':fit['selected_epoch'],'training':fit.get('config'), + 'fit_records':[{'source':str(path.relative_to(root)),'sha256':sha(path),'record':fit}], + 'references':[{'study':'advanced_48','run_id':fit['variant']+'_seed'+str(fit['seed']),'matched_selected':False}]} + checks=json.loads((runs/'tier-c-v3/ARTIFACT_CHECKS.json').read_text()) + for path,d in items.items(): + d['bytes']=(root/path).stat().st_size + if sha(root/path)!=d['sha256']:raise ValueError('Recovered model changed after verification') + d['verification']=[r for r in checks if r['checkpoint']==path] + d['distribution']='DRAFT_RIGHTS_REVIEW' if d['backbone']=='phikon' else 'CC-BY-NC-SA-4.0' + index={'schema_version':1,'genes':training['genes'],'fit_samples':['NCBI783','NCBI785'],'validation_sample':'TENX95', + 'models':list(items.values()),'logical_references':150,'unique_best_states':len(items), + 'pretrained_encoders_included':False,'original_primary_weights_recovered':False} + write_json(out/'MODEL_INDEX.json',index) + write_json(out/'COMPUTE_SUMMARY.json',{'training_elapsed_seconds':training['elapsed_seconds'],'training_peak_rss_bytes':training['peak_rss_bytes'], + 'environment':training['environment'],'stages':summaries,'new_training_fits':3,'public_research_dataset_bytes_downloaded_this_task':0, + 'paid_computing_services_used':False,'note':'Research inputs were recovered caches; fresh license files and the clean-checkout encoder download are recorded separately.'}) + return {'comparison_rows':len(rows),'models':len(items),'public_recovered_heads':sum(d['backbone']=='resnet18' for d in items.values()), + 'draft_phikon_heads':sum(d['backbone']=='phikon' for d in items.values()),'stages':summaries} + +if __name__=='__main__': + p=argparse.ArgumentParser(description=__doc__);p.add_argument('--root',type=Path,default=Path(__file__).resolve().parents[2]);a=p.parse_args() + print(json.dumps(generate(a.root.resolve()),indent=2)) diff --git a/tests/test_reproduction_primary.py b/tests/test_reproduction_primary.py index 98b552557..563eda50a 100644 --- a/tests/test_reproduction_primary.py +++ b/tests/test_reproduction_primary.py @@ -87,3 +87,47 @@ def test_training_save_load_retains_selected_validation_state(tmp_path): restored.load_state_dict(torch.load(path, weights_only=True)); restored.eval() with torch.inference_mode(): np.testing.assert_array_equal(restored(torch.from_numpy(x)).numpy(), expected) assert fit['best_epoch'] <= fit['epochs_run'] <= 3 + + +def test_reused_matched_state_keeps_original_export_path(tmp_path): + from graphpathology.reproduction_artifacts import matched_reference + path = tmp_path / 'experiments/journal_revision/transformer_egnn/evaluation/P/frozen_old/PANEL.csv.gz' + path.parent.mkdir(parents=True); path.write_bytes(b'reference') + assert matched_reference(tmp_path, 'P', 'old') == path + assert matched_reference(tmp_path, 'P', 'unselected_validation_only_trial') is None + + +def test_strict_table_replay_does_not_hide_changed_support_or_failed_metrics(): + import pandas as pd + from graphpathology.reproduction_replay import compare_tables + old = pd.DataFrame({'id':['a','b'],'value':[1.,2.]}) + new = old.copy(); new.loc[1,'value'] += .01 + assert compare_tables(new,old,['id'],['value'])['status'] == 'NOT_REPRODUCED' + with pytest.raises(ValueError,match='support'): + compare_tables(old.iloc[:1],old,['id'],['value']) + + +def test_external_alignment_preserves_float64_instead_of_source_float32_contract(): + from graphpathology.reproduction_replay import validate_external_alignment + y = np.array([[1.123456789012345]],dtype=np.float64) + cached = {'targets':y,'barcodes':np.array(['a']),'genes':np.array(['g']),'xy_um':np.zeros((1,2))} + real = {'targets':y.copy(),'barcodes':cached['barcodes'],'genes':cached['genes'],'xy':cached['xy_um']} + validate_external_alignment(cached,real) + with pytest.raises(ValueError,match='float64'): + validate_external_alignment({**cached,'targets':y.astype(np.float32)},real) + + +def test_recovered_runtime_comes_from_archived_metadata(tmp_path): + from graphpathology.reproduction_artifacts import reference_threads + reference = tmp_path / 'PANEL.csv.gz' + (tmp_path / 'COMPLETE.json').write_text(json.dumps({'threads':1})) + assert reference_threads(reference) == 1 + (tmp_path / 'COMPLETE.json').write_text('{}') + assert reference_threads(reference) == 4 + assert reference_threads(None) == 4 + + +@pytest.mark.parametrize('features',[np.zeros((0,512)),np.zeros((3,511)),np.full((3,512),np.nan)]) +def test_reproduction_inference_rejects_invalid_feature_inputs(tmp_path,features): + with pytest.raises(ValueError,match='feature matrix'): + image_predictions(tmp_path/'missing-model',features) diff --git a/tests/test_reproduction_release.py b/tests/test_reproduction_release.py new file mode 100644 index 000000000..a98c2e4c5 --- /dev/null +++ b/tests/test_reproduction_release.py @@ -0,0 +1,73 @@ +import hashlib +from pathlib import Path +import zipfile + +import pytest + +from graphpathology.assets import sha +from graphpathology.reproduction_release import restore + + +def fixture_archive(tmp_path, members, expected=None): + assets=tmp_path/'assets';assets.mkdir() + path=assets/'weights.zip' + with zipfile.ZipFile(path,'w') as z: + for name,data in members.items():z.writestr(name,data) + manifest={'assets':[{'name':path.name,'bytes':path.stat().st_size,'sha256':sha(path), + 'files':expected or {n:hashlib.sha256(v).hexdigest() for n,v in members.items()}}]} + root=tmp_path/'checkout';root.mkdir() + return root,assets,manifest + + +def test_restore_is_verified_and_leaves_identical_existing_files(tmp_path): + name='checkpoints/reproduced/run/seed0.pt' + root,assets,manifest=fixture_archive(tmp_path,{name:b'head'}) + assert restore(root,assets,manifest)['restored_files']==1 + before=(root/name).stat().st_mtime_ns + assert restore(root,assets,manifest)['restored_files']==0 + assert (root/name).stat().st_mtime_ns==before + + +@pytest.mark.parametrize('name',['../escape','/absolute','manuscript/main.tex', + 'checkpoints/reproduced/../../manuscript/main.tex']) +def test_restore_rejects_traversal_and_scientific_text_members(tmp_path,name): + root,assets,manifest=fixture_archive(tmp_path,{name:b'bad'}) + with pytest.raises(ValueError,match='member'):restore(root,assets,manifest) + assert not list(root.iterdir()) + + +def test_restore_preflights_all_conflicts_before_any_write(tmp_path): + names={'reproduction/new.txt':b'new','checkpoints/journal_revision/existing.pt':b'expected'} + root,assets,manifest=fixture_archive(tmp_path,names) + old=root/'checkpoints/journal_revision/existing.pt';old.parent.mkdir(parents=True);old.write_bytes(b'other') + with pytest.raises(FileExistsError):restore(root,assets,manifest) + assert not (root/'reproduction/new.txt').exists() + assert old.read_bytes()==b'other' + + +def test_restore_rejects_modified_asset_before_extracting(tmp_path): + root,assets,manifest=fixture_archive(tmp_path,{'reproduction/new.txt':b'new'}) + with (assets/'weights.zip').open('ab') as f:f.write(b'corrupt') + with pytest.raises(ValueError,match='checksum'):restore(root,assets,manifest) + assert not list(root.iterdir()) + + +def test_restore_rejects_inner_member_hash_mismatch(tmp_path): + root,assets,manifest=fixture_archive(tmp_path,{'reproduction/new.txt':b'new'}, + {'reproduction/new.txt':'0'*64}) + with pytest.raises(ValueError,match='Member checksum'):restore(root,assets,manifest) + assert not list(root.iterdir()) + + +def test_restore_rejects_existing_symlink_escape(tmp_path): + root,assets,manifest=fixture_archive(tmp_path,{'reproduction/link/new.txt':b'new'}) + outside=tmp_path/'outside';outside.mkdir() + (root/'reproduction').mkdir();(root/'reproduction/link').symlink_to(outside,target_is_directory=True) + with pytest.raises(ValueError,match='escapes'):restore(root,assets,manifest) + assert not list(outside.iterdir()) + + +def test_restore_rejects_unindexed_member(tmp_path): + root,assets,manifest=fixture_archive(tmp_path,{'reproduction/a':b'a','reproduction/b':b'b'}, + {'reproduction/a':hashlib.sha256(b'a').hexdigest()}) + with pytest.raises(ValueError,match='member set'):restore(root,assets,manifest) From 5821210b02d01ac64781905dbaf1a11de740e813 Mon Sep 17 00:00:00 2001 From: Hy Truong Son Date: Sun, 1 Nov 2026 21:24:06 -0600 Subject: [PATCH 4/4] Record published release URLs, clean-checkout inference and anonymous download verification --- docs/RELEASES.md | 45 +- reproduction/CLEANROOM_PROBE.py | 107 +++ reproduction/CLEANROOM_VERIFICATION.json | 580 ++++++++++++++ reproduction/COMPUTE_SUMMARY.json | 9 +- reproduction/HELD_PHIKON_ARTIFACTS.json | 24 + reproduction/NPZ_ARCHIVE_RECOVERY_SEARCH.json | 113 +++ reproduction/PUBLIC_AVAILABILITY.json | 149 ++++ reproduction/RELEASE_ASSETS.json | 142 ++++ reproduction/RELEASE_VERIFICATION.json | 710 ++++++++++++++++++ 9 files changed, 1873 insertions(+), 6 deletions(-) create mode 100644 reproduction/CLEANROOM_PROBE.py create mode 100644 reproduction/CLEANROOM_VERIFICATION.json create mode 100644 reproduction/HELD_PHIKON_ARTIFACTS.json create mode 100644 reproduction/NPZ_ARCHIVE_RECOVERY_SEARCH.json create mode 100644 reproduction/PUBLIC_AVAILABILITY.json create mode 100644 reproduction/RELEASE_ASSETS.json create mode 100644 reproduction/RELEASE_VERIFICATION.json diff --git a/docs/RELEASES.md b/docs/RELEASES.md index 489f8b1e5..8a4046559 100644 --- a/docs/RELEASES.md +++ b/docs/RELEASES.md @@ -1,9 +1,44 @@ -# Research artifact release +# Verified research artifacts v1 -The separate reproduction-and-releases branch contains audited recovery/training/replay tooling. The original three primary checkpoint identities remain missing; replacement checkpoints are explicit opt-in models. Main and all manuscript, supplementary, figure, table, PDF and historical evidence files remain unchanged. +[Public research release](https://github.com/HySonLab/GraphPathology/releases/tag/research-artifacts-v1) — 15 assets; 706,647,760 bytes. All asset sizes/SHA256 values match local staging and GitHub digests; all 15 URLs responded without credentials. The primary-head ZIP, README and verification receipt were additionally downloaded anonymously and rehashed. -See reproduction/REPRODUCTION_REPORT.md, REPLAY_PROTOCOL.md, INVENTORY.csv, MODEL_INDEX.json, RESULTS_COMPARISON.csv and LICENSE_AUDIT.md. The public-eligible v1 assets contain99 best states (three new primary replacements and96 recovered ResNet18-based heads), plus48 additional optimizer/resume files and permitted derived numerical exports. Thirty-six Phikon states and their derivative archives remain local, with a metadata-only rights-review draft. +Code tag: research-artifacts-v1 → 44918ef8f9e9876234ceb02a8b4a815d8b4072d4. This is the tested commit on the separate, unmerged [PR #4](https://github.com/HySonLab/GraphPathology/pull/4), not a change to main. Later PR commits add download/publication receipts and the auditable clean-checkout driver; the packaged inference/training code is unchanged. -Use the exact code commit in the release manifest and the pinned packages in reproduction/requirements-v1.txt. The research tag is allowed to refer to the tested, unmerged PR commit; publication does not merge the PR. Restore instructions are in reproduction/README_RELEASE.md. Large assets are kept out of Git. +Public artifacts contain 99 distinct best states: three RETRAINED_NOT_ORIGINAL primary replacements and 96 recovered ResNet18-based exploratory states. Forty-eight resume files are additional files, not extra fitted models. No raw patient data, pretrained encoder or Phikon head is included. The original primary identities remain missing, and the original doctor still fails as expected. -Real release asset URLs and actual download/clean-checkout receipts will be appended after the draft upload has been verified. No current public-release or fresh-hardware-validation claim is made by this staging document. +## Downloads + +- [graphpathology-retrained-primary-resnet18-heads-v1.zip](https://github.com/HySonLab/GraphPathology/releases/download/research-artifacts-v1/graphpathology-retrained-primary-resnet18-heads-v1.zip) — 1,635,176 bytes. +- [graphpathology-exploratory-neural-heads-v1.zip](https://github.com/HySonLab/GraphPathology/releases/download/research-artifacts-v1/graphpathology-exploratory-neural-heads-v1.zip) — 114,543,063 bytes. +- [graphpathology-source-data-results-v1.zip](https://github.com/HySonLab/GraphPathology/releases/download/research-artifacts-v1/graphpathology-source-data-results-v1.zip) — 587,712,241 bytes. +- [graphpathology-model-and-results-manifest-v1.json](https://github.com/HySonLab/GraphPathology/releases/download/research-artifacts-v1/graphpathology-model-and-results-manifest-v1.json) — 738,362 bytes. +- [SHA256SUMS.txt](https://github.com/HySonLab/GraphPathology/releases/download/research-artifacts-v1/SHA256SUMS.txt) — 1,230 bytes. +- [RELEASE_VERIFICATION.json](https://github.com/HySonLab/GraphPathology/releases/download/research-artifacts-v1/RELEASE_VERIFICATION.json) — 24,786 bytes. + +The complete 15-asset inventory, stable URLs, sizes and SHA256 hashes— including the checksum index and verification receipt themselves— is in reproduction/RELEASE_ASSETS.json. SHA256SUMS.txt covers the initial archives/metadata/manifest; it cannot hash itself and predates the later receipt. The receipt’s own hash is verified against GitHub’s digest and recorded in RELEASE_ASSETS.json. Checksums are integrity checks, not author signatures. + +## Actual clean-checkout test + +All 14 initial assets (706,622,974 bytes) were downloaded from the actual authenticated draft asset IDs into a separate directory. A fresh GitHub clone of the exact tag restored the downloaded archives, preflighting every member and refusing existing conflicts. All 147 public PT files loaded with weights_only=True; all 96 recovered public heads performed real 554-location BASS_P19 inference. The three replacement heads additionally ran on eight real HEST image patches using a fresh official 46,830,571-byte ResNet18 download; its SHA256 matched and extracted features were byte-identical to the recovered reference. All 83,136 frozen files and original scientific Git trees passed in that checkout; tracked files remained unchanged. + +The same pinned Python environment on the same host was reused; this is not a claim of independent hardware/environment or newly acquired evaluation data. Exact inputs, file hashes, outputs and scope are in reproduction/CLEANROOM_VERIFICATION.json and RELEASE_VERIFICATION.json. The auditable driver is reproduction/CLEANROOM_PROBE.py; point PYTHONPATH at the tagged checkout and supply the documented registered local inputs. Dataset/encoder acquisition is separate from artifact redistribution. + +## Restore + +Follow reproduction/README_RELEASE.md and requirements-v1.txt. From a fresh editable checkout, download the exact release, check SHA256SUMS.txt, then run: + +```bash +python -m graphpathology.reproduction_release restore \ + --assets /absolute/path/to/downloads \ + --manifest /absolute/path/to/downloads/graphpathology-model-and-results-manifest-v1.json +``` + +Use the explicit reproduction_primary route for replacement heads; do not rename them into historical original paths. Read the original ordered genes/scalers/configuration from the supplied manifest. Fresh run identities are required for any rerun. + +## Phikon draft and unresolved rights + +[Metadata-only Phikon rights-review draft](https://github.com/HySonLab/GraphPathology/releases/tag/untagged-84e85d779dcbe207b3ab) (authenticated maintainer access; intentionally unpublished). Its only asset is PHIKON_RIGHTS_REVIEW.md. Thirty-six verified head binaries and their derivative numerical archives remain local; none was uploaded to this draft or the public release. Owkin’s custom nonprofit/transfer/same-terms Results provisions and HEST’s separate share-alike conditions require clarified compatible onward-distribution rights. See reproduction/LICENSE_AUDIT.md for exact pinned sources and hashes. No blanket software or manuscript license was changed. + +## Scientific preservation + +No manuscript, supplementary material, figure, table, bibliography, PDF, historical result or reported number changed. Original trees are byte-identical; main remains 67738be6f0aaace07b55afac44db3d3d23c41c9b. The PR stays unmerged. Exact deterministic replay, approximate new fitting, scoped artifact checks, seed variation, source/runtime sensitivity and failures are separately documented in reproduction/REPRODUCTION_REPORT.md, RESULTS_COMPARISON.csv, INVENTORY.csv and verification/. No paid computing service was used. diff --git a/reproduction/CLEANROOM_PROBE.py b/reproduction/CLEANROOM_PROBE.py new file mode 100644 index 000000000..e074f1191 --- /dev/null +++ b/reproduction/CLEANROOM_PROBE.py @@ -0,0 +1,107 @@ +"""Auditable driver for a fresh checkout; imports only the tagged checkout's code. + +The probe uses the existing pinned dependency environment and two registered real +inputs read locally. It does not claim independent hardware or fresh data acquisition. +""" +import argparse +import hashlib +import importlib.metadata +import json +import os +from pathlib import Path +import shutil +import subprocess +import sys +import time + +p=argparse.ArgumentParser(description=__doc__) +p.add_argument('--checkout',type=Path,required=True) +p.add_argument('--source-inputs',type=Path,required=True) +p.add_argument('--downloads',type=Path,required=True) +p.add_argument('--encoder',type=Path,required=True) +p.add_argument('--output',type=Path,required=True) +a=p.parse_args();root=a.checkout.resolve();source=a.source_inputs.resolve() +if a.output.exists():raise FileExistsError(a.output) +sys.path.insert(0,str(root/'src')) +import graphpathology +assert Path(graphpathology.__file__).resolve().is_relative_to(root/'src') +import h5py +import numpy as np +from PIL import Image +import torch +from torchvision.models import resnet18,ResNet18_Weights +from graphpathology.assets import sha +from graphpathology.reproduction_primary import image_predictions +from graphpathology.reproduction_release import restore,preservation +from graphpathology.extension_evaluate import model_inventory,load_data,prediction +from graphpathology.reproduction_artifacts import matched_prediction + +started=time.monotonic();torch.set_num_threads(4);torch.use_deterministic_algorithms(True) +manifest=json.loads((a.downloads/'graphpathology-model-and-results-manifest-v1.json').read_text()) +commit=subprocess.check_output(['git','rev-parse','HEAD'],cwd=root,text=True).strip() +assert commit==manifest['code_commit']=='44918ef8f9e9876234ceb02a8b4a815d8b4072d4' +restored=restore(root,a.downloads,manifest) +expected_env=json.loads((root/'reproduction/ENVIRONMENT.json').read_text()) +for package,version in expected_env['packages'].items():assert importlib.metadata.version(package)==version,(package,version) +# Every restored public PT file, including optimizer/resume snapshots, is loaded safely. +pt={name for asset in manifest['assets'] for name in asset.get('files',{}) if name.endswith('.pt')} +assert len(pt)==147 +for name in sorted(pt):torch.load(root/name,map_location='cpu',weights_only=True) + +# This real554-location cache is copied locally, not downloaded or redistributed. +patient='BASS_P19';relative=Path('data/journal_revision/transformer_egnn/bassiouni')/(patient+'.npz') +for path in [relative,relative.with_suffix('.json')]: + target=root/path;target.parent.mkdir(parents=True,exist_ok=True);shutil.copyfile(source/path,target) +data=load_data(root,patient);assert len(data['barcodes'])==554 +seen=set();forwards=[] +for item in model_inventory(root): + image=prediction(root,data,patient,item) + assert image.shape==(554,50) and np.isfinite(image).all() + seen.add(item['checkpoint']);forwards.append({'checkpoint':item['checkpoint'],'rows':554,'finite':True}) +items=json.loads((root/'experiments/journal_revision/backbone_graph_comparison/ALL_CANDIDATE_FIT_MANIFEST.json').read_text()) +for item in items: + if item['backbone']!='resnet18' or item['checkpoint'] in seen:continue + _,image=matched_prediction(root,patient,item) + assert image.shape==(554,50) and np.isfinite(image).all() + seen.add(item['checkpoint']);forwards.append({'checkpoint':item['checkpoint'],'rows':554,'finite':True}) +assert len(seen)==96 + +# Fresh official encoder bytes were downloaded into the clean-room workspace. +encoder_sha=sha(a.encoder) +assert encoder_sha=='f37072fd47e89c5e827621c5baffa7500819f7896bbacec160b1a16c560e07ec' +net=resnet18(weights=None);net.load_state_dict(torch.load(a.encoder,map_location='cpu',weights_only=True));net.fc=torch.nn.Identity();net.eval();net.requires_grad_(False) +base=source/'data/journal_revision/hest_training' +cache=base/'processed/journal_v2_hest/NCBI783.npz' +meta=json.loads(cache.with_suffix('.json').read_text()) +patch=base/'raw/hest/IDC/patches/NCBI783.h5';assert sha(patch)==meta['source_patches_sha256'] +with h5py.File(patch) as f: + rgb=f['img'][:8];barcodes=f['barcode'][:8].reshape(-1).astype(str) +transform=ResNet18_Weights.IMAGENET1K_V1.transforms() +batch=torch.stack([transform(Image.fromarray(im)) for im in rgb]) +with torch.inference_mode():features=net(batch).numpy() +with np.load(cache,allow_pickle=False) as f: + reference=f['embeddings'][:8];np.testing.assert_array_equal(barcodes,f['barcodes'][:8]) +# Locked before this probe: tolerance for float32 batch-shape convolution reductions. +np.testing.assert_allclose(features,reference,atol=1e-5,rtol=1e-5) +folder=root/'checkpoints/reproduced/primary_resnet18/primary-20261101-v1' +image,_=image_predictions(folder,features) +assert image.shape==(8,50) and image.dtype==np.float32 and np.isfinite(image).all() +env={**os.environ,'PYTHONPATH':str(root/'src')} +doctor=subprocess.run([sys.executable,'-m','graphpathology','--root',str(root),'doctor','--require-models'],cwd=root,env=env,capture_output=True,text=True) +assert doctor.returncode==1 +state=json.loads(doctor.stdout);assert len(state['primary_heads'])==3 and not any(r['available'] for r in state['primary_heads']) +protected=preservation(root);assert protected['status']=='PASS' +subprocess.run(['git','diff','--exit-code','HEAD','--'],cwd=root,check=True,capture_output=True) +result={'status':'PASS','code_commit':commit,'remote':'https://github.com/HySonLab/GraphPathology.git', + 'code_imported_from_clean_checkout':True,'dependency_environment':'Existing pinned venv reused on the same machine; not an independent hardware/environment replication.', + 'restore':restored,'safe_public_pt_files':len(pt),'recovered_unique_heads_forwarded':len(seen),'recovered_forward_input':'Actual BASS_P19,554 registered locations; cache copied locally and hash-verified.', + 'encoder_url':'https://download.pytorch.org/models/resnet18-f37072fd.pth','encoder_bytes':a.encoder.stat().st_size,'encoder_sha256':encoder_sha, + 'primary_real_image_rows':8,'primary_output_shape':list(image.shape),'primary_output_finite':True, + 'primary_output_array_sha256':hashlib.sha256(image.tobytes()).hexdigest(), + 'fresh_encoder_feature_max_abs_delta':float(np.max(abs(features-reference))), + 'fresh_encoder_feature_tolerance':{'atol':1e-5,'rtol':1e-5},'real_input_patch_sha256':sha(patch), + 'original_doctor_expected_missing_exit_code':doctor.returncode,'preservation':protected, + 'tracked_checkout_files_unchanged':True,'probe_script_sha256':sha(Path(__file__)), + 'elapsed_seconds':time.monotonic()-started,'forwards':forwards} +a.output.parent.mkdir(parents=True,exist_ok=True);a.output.write_text(json.dumps(result,indent=2)+'\n') +print(json.dumps({k:v for k,v in result.items() if k not in ['forwards','preservation']},indent=2)) diff --git a/reproduction/CLEANROOM_VERIFICATION.json b/reproduction/CLEANROOM_VERIFICATION.json new file mode 100644 index 000000000..7565843b3 --- /dev/null +++ b/reproduction/CLEANROOM_VERIFICATION.json @@ -0,0 +1,580 @@ +{ + "status": "PASS", + "code_commit": "44918ef8f9e9876234ceb02a8b4a815d8b4072d4", + "remote": "https://github.com/HySonLab/GraphPathology.git", + "code_imported_from_clean_checkout": true, + "dependency_environment": "Existing pinned venv reused on the same machine; not an independent hardware/environment replication.", + "restore": { + "status": "PASS", + "assets": 12, + "bytes": 705883382, + "restored_files": 2539, + "existing_identical_or_shared_files": 1458 + }, + "safe_public_pt_files": 147, + "recovered_unique_heads_forwarded": 96, + "recovered_forward_input": "Actual BASS_P19,554 registered locations; cache copied locally and hash-verified.", + "encoder_url": "https://download.pytorch.org/models/resnet18-f37072fd.pth", + "encoder_bytes": 46830571, + "encoder_sha256": "f37072fd47e89c5e827621c5baffa7500819f7896bbacec160b1a16c560e07ec", + "primary_real_image_rows": 8, + "primary_output_shape": [ + 8, + 50 + ], + "primary_output_finite": true, + "primary_output_array_sha256": "18ee976469995ae7ba6e1b25cd5beef2ad8bd07201c984f5a5cab73e2b72530d", + "fresh_encoder_feature_max_abs_delta": 0.0, + "fresh_encoder_feature_tolerance": { + "atol": 1e-05, + "rtol": 1e-05 + }, + "real_input_patch_sha256": "7ee65177ffccd98395b4486be39e9c34ccba55a80d55fb8d5cf2c3490c476a37", + "original_doctor_expected_missing_exit_code": 1, + "preservation": { + "status": "PASS", + "baseline_tracked_modified_paths": [ + ".gitignore" + ], + "allowed_original_changes": [ + ".gitignore" + ], + "base_commit": "67738be6f0aaace07b55afac44db3d3d23c41c9b", + "checked_files": 83136, + "differences": [], + "git_trees": { + "manuscript": { + "before": "040000 tree d5594b1a5f072fdd5b800e5a59eebc703b014566\tmanuscript", + "after": "040000 tree d5594b1a5f072fdd5b800e5a59eebc703b014566\tmanuscript", + "identical": true + }, + "source_data": { + "before": "", + "after": "", + "identical": true + }, + "checkpoints": { + "before": "040000 tree 44405c60b0056ef69963bda3347b4430f2fe3bf5\tcheckpoints", + "after": "040000 tree 44405c60b0056ef69963bda3347b4430f2fe3bf5\tcheckpoints", + "identical": true + }, + "experiments": { + "before": "040000 tree 676e40c2bfff97665cc3d234cf09c6ea76affb84\texperiments", + "after": "040000 tree 676e40c2bfff97665cc3d234cf09c6ea76affb84\texperiments", + "identical": true + }, + "archive": { + "before": "", + "after": "", + "identical": true + }, + "archives": { + "before": "", + "after": "", + "identical": true + }, + "results": { + "before": "", + "after": "", + "identical": true + }, + "figures": { + "before": "", + "after": "", + "identical": true + }, + "tables": { + "before": "", + "after": "", + "identical": true + } + }, + "manuscript_rebuilt_in_place": false, + "historical_results_overwritten": false + }, + "tracked_checkout_files_unchanged": true, + "probe_script_sha256": "cf773ad24d855fb03f7a12e3d9b9214dfb9828358ec1e5431c71caa4a4caca35", + "elapsed_seconds": 100.40996408600768, + "forwards": [ + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/distance_disabled_seed0/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/distance_disabled_seed1/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/distance_disabled_seed2/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/distance_fixed_seed0/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/distance_fixed_seed1/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/distance_fixed_seed2/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/egnn_degree_length_seed0/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/egnn_degree_length_seed1/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/egnn_degree_length_seed2/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/egnn_latent_seed0/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/egnn_latent_seed1/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/egnn_latent_seed2/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/egnn_self_seed0/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/egnn_self_seed1/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/egnn_self_seed2/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/egnn_shuffled_seed0/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/egnn_shuffled_seed1/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/egnn_shuffled_seed2/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/gps_degree_length_seed0/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": "checkpoints/journal_revision/transformer_egnn/gps_degree_length_seed1/best.pt", + "rows": 554, + "finite": true + }, + { + "checkpoint": 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