TCGA-UCEC
Features
Inference
Manifest
Tiling
Training
Stage Summary
Pipeline status at a glance
Pipeline
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FeaturesEncoders detected: gigapath_ft (566 files, 499 with labels), h-optimus-0 (566 files, 499 with labels), prov-gigapath (566 files, 499 with labels), uni (566 files, 499 with labels), virchow (566 files, 499 with labels), virchow2 (566 files, 499 with labels) Additional encoders: FoundationModel_ViT-B_p16_b1024 (0 files, 0 with labels)
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Inference740 prediction(s) · 105 positive label(s) · dataset tcga
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Manifest499 rows, 21 columns
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TilingTiling manifest covers 566 case(s), 499 with labels
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Training450 training run(s)
Case Summary
Track cohort coverage by encoder
Cohort
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Total cases566
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Tiling completed566
Cases
Inspect case-level tiles and encoders
Cases
Manifest Overview
Preview the manifest and target distribution
Manifest
Target: ATM_BINARY
Target: ATM
Target: FBXW7_BINARY
Target: FBXW7
Target: PIK3CA_BINARY
Target: PIK3CA
Target: POLE_BINARY
Target: POLE
Target: PTEN_BINARY
Target: PTEN
| slide_id | ATM_binary | DMP_ASSAY_ID | split_1 | split_2 | split_3 | split_4 | split_5 | ATM | FBXW7_binary | FBXW7 | PIK3CA_binary | PIK3CA | POLE_binary | POLE | PTEN_binary | PTEN |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TCGA-2E-A9G8_TCGA-2E-A9G8-01Z-00-DX1 | 0 | TCGA-2E-A9G8_TCGA-2E-A9G8-01Z-00-DX1 | test | train | train | train | train | Negative | 1 | Positive | 0 | Negative | 0 | Negative | 0 | Negative |
| TCGA-4E-A92E_TCGA-4E-A92E-01Z-00-DX3 | 0 | TCGA-4E-A92E_TCGA-4E-A92E-01Z-00-DX3 | train | test | train | train | train | Negative | 0 | Negative | 1 | Positive | 0 | Negative | 1 | Positive |
| TCGA-5B-A90C_TCGA-5B-A90C-01Z-00-DX1 | 0 | TCGA-5B-A90C_TCGA-5B-A90C-01Z-00-DX1 | train | train | train | test | train | Negative | 0 | Negative | 0 | Negative | 0 | Negative | 0 | Negative |
| TCGA-5S-A9Q8_TCGA-5S-A9Q8-01Z-00-DX1 | 0 | TCGA-5S-A9Q8_TCGA-5S-A9Q8-01Z-00-DX1 | train | train | train | test | train | Negative | 1 | Positive | 1 | Positive | 0 | Negative | 1 | Positive |
| TCGA-A5-A0G1_TCGA-A5-A0G1-01Z-00-DX1 | 0 | TCGA-A5-A0G1_TCGA-A5-A0G1-01Z-00-DX1 | test | train | train | train | train | Negative | 1 | Positive | 0 | Negative | 1 | Positive | 0 | Negative |
Cross-Validation Performance
Compare experiments across validation splits
Validation
Validation split counts
Encoder groups
Training Runs
Artifacts and metrics for each experiment
Experiments
| Model | Target | Aggregator | Split | Epoch 200 | Macro AUC | Macro BER | Macro FPR | Macro FNR | Artifact | CV Plots |
|---|---|---|---|---|---|---|---|---|---|---|
| virchow2 | POLE | GMA PUB | split_1 | 120 | 0.7603476821192052 | 0.4128725165562913 | 0.0132450331125827 | 0.8125 | cumulative_results.csv |
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| virchow | PTEN | GMA PUB | split_4 | 120 | 0.7078149920255183 | 0.2858851674641148 | 0.5263157894736842 | 0.0454545454545454 | cumulative_results.csv |
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| virchow | ATM | GMA PUB | split_2 | 120 | 0.5317482517482517 | 0.5384615384615384 | 0.0769230769230769 | 1.0 | cumulative_results.csv |
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| prov-gigapath | ATM | GMA PUB | split_5 | 120 | 0.4407670081428946 | 0.5169424743892829 | 0.0709219858156028 | 0.9629629629629628 | cumulative_results.csv |
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| prov-gigapath | PTEN | GMA PUB | split_3 | 120 | 0.8232001243974498 | 0.2347224381900171 | 0.2033898305084746 | 0.2660550458715596 | cumulative_results.csv |
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| virchow2 | PTEN | GMA PUB | split_2 | 120 | 0.7942901234567901 | 0.2805555555555555 | 0.45 | 0.1111111111111111 | cumulative_results.csv |
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| h-optimus-0 | FBXW7 | GMA PUB | split_2 | 120 | 0.5681657640687544 | 0.4579703319990581 | 0.1094890510948905 | 0.8064516129032258 | cumulative_results.csv |
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| virchow | POLE | GMA PUB | split_2 | 120 | 0.6475877192982455 | 0.4164473684210527 | 0.0328947368421052 | 0.8 | cumulative_results.csv |
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| uni | FBXW7 | GMA PUB | split_1 | 120 | 0.5326086956521738 | 0.5079710144927536 | 0.1159420289855072 | 0.9 | cumulative_results.csv |
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| h-optimus-0 | ATM | GMA PUB | split_4 | 120 | 0.5188775510204082 | 0.4714285714285715 | 0.05 | 0.8928571428571429 | cumulative_results.csv |
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| virchow2 | POLE | GMA PUB | split_2 | 120 | 0.5732456140350877 | 0.5028508771929825 | 0.0723684210526315 | 0.9333333333333332 | cumulative_results.csv |
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| gigapath_ft | FBXW7 | GMA PUB | split_2 | 120 | 0.531669413703791 | 0.5370850011773016 | 0.1386861313868613 | 0.935483870967742 | cumulative_results.csv |
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| uni | FBXW7 | GMA PUB | split_4 | 120 | 0.5007246376811594 | 0.4891304347826087 | 0.144927536231884 | 0.8333333333333334 | cumulative_results.csv |
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| gigapath_ft | PIK3CA | GMA PUB | split_1 | 120 | 0.6275581721334454 | 0.3976731146621811 | 0.4390243902439024 | 0.3563218390804598 | cumulative_results.csv |
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| h-optimus-0 | ATM | GMA PUB | split_5 | 120 | 0.5161544523246651 | 0.4877856579984239 | 0.0496453900709219 | 0.925925925925926 | cumulative_results.csv |
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| uni | PIK3CA | GMA PUB | split_4 | 120 | 0.5226789510985117 | 0.5105598866052445 | 0.3975903614457831 | 0.6235294117647059 | cumulative_results.csv |
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| virchow2 | PIK3CA | GMA PUB | split_1 | 120 | 0.5543173535183628 | 0.4493972525932156 | 0.4390243902439024 | 0.4597701149425287 | cumulative_results.csv |
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| uni | PTEN | GMA PUB | split_3 | 120 | 0.8223448919297155 | 0.2358109158762245 | 0.288135593220339 | 0.1834862385321101 | cumulative_results.csv |
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| uni | POLE | GMA PUB | split_3 | 120 | 0.6882352941176471 | 0.4839215686274509 | 0.0266666666666666 | 0.9411764705882352 | cumulative_results.csv |
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| gigapath_ft | POLE | GMA PUB | split_5 | 120 | 0.6044216344255823 | 0.435254638768259 | 0.046979865771812 | 0.8235294117647058 | cumulative_results.csv |
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| h-optimus-0 | POLE | GMA PUB | split_2 | 120 | 0.7706140350877193 | 0.4798245614035087 | 0.0263157894736842 | 0.9333333333333332 | cumulative_results.csv |
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| virchow2 | PIK3CA | GMA PUB | split_1 | 120 | 0.5543173535183628 | 0.4493972525932156 | 0.4390243902439024 | 0.4597701149425287 | cumulative_results.csv |
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| uni | FBXW7 | GMA PUB | split_5 | 120 | 0.6576531877945919 | 0.4196229223517738 | 0.1151079136690647 | 0.7241379310344828 | cumulative_results.csv |
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| prov-gigapath | POLE | GMA PUB | split_1 | 120 | 0.6158940397350993 | 0.4819950331125828 | 0.0264900662251655 | 0.9375 | cumulative_results.csv |
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| uni | FBXW7 | GMA PUB | split_2 | 120 | 0.5102425241346833 | 0.5297857311043089 | 0.1240875912408759 | 0.935483870967742 | cumulative_results.csv |
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| h-optimus-0 | PTEN | GMA PUB | split_4 | 120 | 0.7943381180223286 | 0.255023923444976 | 0.4736842105263157 | 0.0363636363636363 | cumulative_results.csv |
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| uni | PTEN | GMA PUB | split_1 | 120 | 0.8167711598746081 | 0.2456112852664576 | 0.3275862068965517 | 0.1636363636363636 | cumulative_results.csv |
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| prov-gigapath | PTEN | GMA PUB | split_5 | 120 | 0.7862666254253015 | 0.2264924218991648 | 0.3114754098360656 | 0.1415094339622641 | cumulative_results.csv |
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| uni | ATM | GMA PUB | split_3 | 120 | 0.5672478206724781 | 0.4729140722291407 | 0.0821917808219178 | 0.8636363636363636 | cumulative_results.csv |
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| gigapath_ft | ATM | GMA PUB | split_2 | 120 | 0.5138461538461538 | 0.4784615384615385 | 0.0769230769230769 | 0.88 | cumulative_results.csv |
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| prov-gigapath | PIK3CA | GMA PUB | split_2 | 120 | 0.5955387205387205 | 0.429503367003367 | 0.3703703703703703 | 0.4886363636363636 | cumulative_results.csv |
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| prov-gigapath | PIK3CA | GMA PUB | split_3 | 120 | 0.4897119341563786 | 0.5280970625798211 | 0.4814814814814814 | 0.5747126436781609 | cumulative_results.csv |
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| h-optimus-0 | FBXW7 | GMA PUB | split_1 | 120 | 0.4830917874396135 | 0.5057971014492754 | 0.144927536231884 | 0.8666666666666667 | cumulative_results.csv |
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| gigapath_ft | PTEN | GMA PUB | split_3 | 120 | 0.8334629140102628 | 0.2421862851811538 | 0.3559322033898305 | 0.128440366972477 | cumulative_results.csv |
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| virchow | FBXW7 | GMA PUB | split_1 | 120 | 0.5770531400966183 | 0.4413043478260869 | 0.1159420289855072 | 0.7666666666666667 | cumulative_results.csv |
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| gigapath_ft | FBXW7 | GMA PUB | split_2 | 120 | 0.531669413703791 | 0.5370850011773016 | 0.1386861313868613 | 0.935483870967742 | cumulative_results.csv |
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| virchow2 | FBXW7 | GMA PUB | split_1 | 120 | 0.5150966183574879 | 0.5021739130434782 | 0.1376811594202898 | 0.8666666666666667 | cumulative_results.csv |
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| virchow2 | ATM | GMA PUB | split_5 | 120 | 0.4801681113737851 | 0.4799054373522458 | 0.0709219858156028 | 0.8888888888888888 | cumulative_results.csv |
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| gigapath_ft | PIK3CA | GMA PUB | split_2 | 120 | 0.5565375982042647 | 0.4880050505050505 | 0.5555555555555556 | 0.4204545454545454 | cumulative_results.csv |
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| virchow | PIK3CA | GMA PUB | split_2 | 120 | 0.583824354657688 | 0.4304854096520762 | 0.3950617283950617 | 0.4659090909090909 | cumulative_results.csv |
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| virchow2 | ATM | GMA PUB | split_1 | 120 | 0.5470518165574747 | 0.4907683144729005 | 0.0684931506849315 | 0.9130434782608696 | cumulative_results.csv |
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| gigapath_ft | PTEN | GMA PUB | split_5 | 120 | 0.8261676461490876 | 0.24512836374884 | 0.3770491803278688 | 0.1132075471698113 | cumulative_results.csv |
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| h-optimus-0 | PTEN | GMA PUB | split_3 | 120 | 0.806017726636604 | 0.2672212719639247 | 0.3050847457627119 | 0.2293577981651376 | cumulative_results.csv |
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| virchow2 | PTEN | GMA PUB | split_5 | 120 | 0.8090782554902568 | 0.2381688833900402 | 0.3442622950819672 | 0.1320754716981132 | cumulative_results.csv |
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| gigapath_ft | PTEN | GMA PUB | split_4 | 120 | 0.7317384370015948 | 0.2862041467304625 | 0.5087719298245614 | 0.0636363636363636 | cumulative_results.csv |
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| uni | PTEN | GMA PUB | split_1 | 120 | 0.8167711598746081 | 0.2456112852664576 | 0.3275862068965517 | 0.1636363636363636 | cumulative_results.csv |
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| virchow | ATM | GMA PUB | split_5 | 120 | 0.4788547412660887 | 0.5063041765169425 | 0.0496453900709219 | 0.9629629629629628 | cumulative_results.csv |
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| prov-gigapath | FBXW7 | GMA PUB | split_2 | 120 | 0.5700494466682364 | 0.5042382858488345 | 0.072992700729927 | 0.935483870967742 | cumulative_results.csv |
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| prov-gigapath | POLE | GMA PUB | split_3 | 120 | 0.6929411764705883 | 0.4445098039215686 | 0.0066666666666666 | 0.8823529411764706 | cumulative_results.csv |
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| virchow | PIK3CA | GMA PUB | split_2 | 120 | 0.583824354657688 | 0.4304854096520762 | 0.3950617283950617 | 0.4659090909090909 | cumulative_results.csv |
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| gigapath_ft | PTEN | GMA PUB | split_1 | 120 | 0.7733542319749216 | 0.2518808777429467 | 0.4310344827586206 | 0.0727272727272727 | cumulative_results.csv |
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| virchow2 | PTEN | GMA PUB | split_5 | 120 | 0.8090782554902568 | 0.2381688833900402 | 0.3442622950819672 | 0.1320754716981132 | cumulative_results.csv |
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| gigapath_ft | FBXW7 | GMA PUB | split_5 | 120 | 0.5802530389481518 | 0.4476556685685934 | 0.1366906474820144 | 0.7586206896551724 | cumulative_results.csv |
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| prov-gigapath | PIK3CA | GMA PUB | split_4 | 120 | 0.5658398299078667 | 0.464776754075124 | 0.5060240963855421 | 0.4235294117647059 | cumulative_results.csv |
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| virchow2 | POLE | GMA PUB | split_1 | 120 | 0.7603476821192052 | 0.4128725165562913 | 0.0132450331125827 | 0.8125 | cumulative_results.csv |
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| h-optimus-0 | PIK3CA | GMA PUB | split_4 | 120 | 0.5627923458540043 | 0.4282069454287739 | 0.3975903614457831 | 0.4588235294117647 | cumulative_results.csv |
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| uni | PTEN | GMA PUB | split_4 | 120 | 0.7575757575757576 | 0.281658692185008 | 0.5087719298245614 | 0.0545454545454545 | cumulative_results.csv |
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| h-optimus-0 | ATM | GMA PUB | split_2 | 120 | 0.4786013986013986 | 0.5184615384615384 | 0.0769230769230769 | 0.96 | cumulative_results.csv |
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| prov-gigapath | ATM | GMA PUB | split_1 | 120 | 0.4818344252531268 | 0.4587552114353782 | 0.047945205479452 | 0.8695652173913043 | cumulative_results.csv |
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| uni | ATM | GMA PUB | split_4 | 120 | 0.5658163265306122 | 0.4964285714285714 | 0.1 | 0.8928571428571429 | cumulative_results.csv |
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| prov-gigapath | FBXW7 | GMA PUB | split_3 | 120 | 0.53125 | 0.4862132352941176 | 0.0661764705882353 | 0.90625 | cumulative_results.csv |
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| uni | POLE | GMA PUB | split_1 | 120 | 0.6320364238410595 | 0.4161837748344371 | 0.0198675496688741 | 0.8125 | cumulative_results.csv |
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| virchow2 | ATM | GMA PUB | split_3 | 120 | 0.6114570361145704 | 0.4330635118306351 | 0.047945205479452 | 0.8181818181818182 | cumulative_results.csv |
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| uni | FBXW7 | GMA PUB | split_3 | 120 | 0.5845588235294118 | 0.5422794117647058 | 0.1470588235294117 | 0.9375 | cumulative_results.csv |
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| prov-gigapath | ATM | GMA PUB | split_3 | 120 | 0.5737858032378581 | 0.4763387297633873 | 0.0890410958904109 | 0.8636363636363636 | cumulative_results.csv |
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| gigapath_ft | PTEN | GMA PUB | split_4 | 120 | 0.7317384370015948 | 0.2862041467304625 | 0.5087719298245614 | 0.0636363636363636 | cumulative_results.csv |
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| virchow | ATM | GMA PUB | split_1 | 120 | 0.5119118522930316 | 0.5159321024419298 | 0.0753424657534246 | 0.9565217391304348 | cumulative_results.csv |
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| uni | POLE | GMA PUB | split_5 | 120 | 0.6849585471772601 | 0.418476115278326 | 0.0134228187919463 | 0.8235294117647058 | cumulative_results.csv |
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| gigapath_ft | FBXW7 | GMA PUB | split_5 | 120 | 0.5802530389481518 | 0.4476556685685934 | 0.1366906474820144 | 0.7586206896551724 | cumulative_results.csv |
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| h-optimus-0 | FBXW7 | GMA PUB | split_4 | 120 | 0.4467391304347826 | 0.4840579710144927 | 0.1014492753623188 | 0.8666666666666667 | cumulative_results.csv |
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| gigapath_ft | PTEN | GMA PUB | split_2 | 120 | 0.790895061728395 | 0.2759259259259259 | 0.45 | 0.1018518518518518 | cumulative_results.csv |
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| virchow | PTEN | GMA PUB | split_1 | 120 | 0.7264890282131661 | 0.3272727272727272 | 0.5 | 0.1545454545454545 | cumulative_results.csv |
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| prov-gigapath | ATM | GMA PUB | split_2 | 120 | 0.5367832167832169 | 0.5184615384615384 | 0.0769230769230769 | 0.96 | cumulative_results.csv |
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| virchow | ATM | GMA PUB | split_3 | 120 | 0.5526151930261519 | 0.5183686176836861 | 0.0821917808219178 | 0.9545454545454546 | cumulative_results.csv |
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| virchow2 | POLE | GMA PUB | split_4 | 120 | 0.5953414923016187 | 0.474733517568101 | 0.0671140939597315 | 0.8823529411764706 | cumulative_results.csv |
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| virchow | ATM | GMA PUB | split_1 | 120 | 0.5119118522930316 | 0.5159321024419298 | 0.0753424657534246 | 0.9565217391304348 | cumulative_results.csv |
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| virchow | POLE | GMA PUB | split_3 | 120 | 0.5874509803921568 | 0.4545098039215686 | 0.0266666666666666 | 0.8823529411764706 | cumulative_results.csv |
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| uni | PTEN | GMA PUB | split_2 | 120 | 0.8611111111111112 | 0.2249999999999999 | 0.2833333333333333 | 0.1666666666666666 | cumulative_results.csv |
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| virchow | PIK3CA | GMA PUB | split_1 | 120 | 0.4998598261844687 | 0.5079198205775162 | 0.4756097560975609 | 0.5402298850574713 | cumulative_results.csv |
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| gigapath_ft | POLE | GMA PUB | split_3 | 120 | 0.6988235294117647 | 0.4217647058823529 | 0.02 | 0.8235294117647058 | cumulative_results.csv |
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| prov-gigapath | POLE | GMA PUB | split_2 | 120 | 0.7421052631578947 | 0.449780701754386 | 0.0328947368421052 | 0.8666666666666667 | cumulative_results.csv |
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| prov-gigapath | POLE | GMA PUB | split_1 | 120 | 0.6158940397350993 | 0.4819950331125828 | 0.0264900662251655 | 0.9375 | cumulative_results.csv |
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| gigapath_ft | ATM | GMA PUB | split_2 | 120 | 0.5138461538461538 | 0.4784615384615385 | 0.0769230769230769 | 0.88 | cumulative_results.csv |
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| virchow | PIK3CA | GMA PUB | split_3 | 120 | 0.5043990350503761 | 0.486164325244785 | 0.4320987654320987 | 0.5402298850574713 | cumulative_results.csv |
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| h-optimus-0 | FBXW7 | GMA PUB | split_5 | 120 | 0.55805011163483 | 0.4476556685685934 | 0.1366906474820144 | 0.7586206896551724 | cumulative_results.csv |
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| virchow2 | ATM | GMA PUB | split_3 | 120 | 0.6114570361145704 | 0.4330635118306351 | 0.047945205479452 | 0.8181818181818182 | cumulative_results.csv |
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| h-optimus-0 | ATM | GMA PUB | split_4 | 120 | 0.5188775510204082 | 0.4714285714285715 | 0.05 | 0.8928571428571429 | cumulative_results.csv |
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| h-optimus-0 | PIK3CA | GMA PUB | split_4 | 120 | 0.5627923458540043 | 0.4282069454287739 | 0.3975903614457831 | 0.4588235294117647 | cumulative_results.csv |
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| virchow2 | PIK3CA | GMA PUB | split_3 | 120 | 0.5615155385270327 | 0.4680715197956577 | 0.4074074074074074 | 0.5287356321839081 | cumulative_results.csv |
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| uni | POLE | GMA PUB | split_4 | 120 | 0.6411369917094355 | 0.4940781681800237 | 0.046979865771812 | 0.9411764705882352 | cumulative_results.csv |
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| prov-gigapath | PIK3CA | GMA PUB | split_5 | 120 | 0.5386196145124716 | 0.4821428571428571 | 0.4880952380952381 | 0.4761904761904761 | cumulative_results.csv |
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| virchow2 | PIK3CA | GMA PUB | split_5 | 120 | 0.5879393424036281 | 0.4345238095238095 | 0.5357142857142857 | 0.3333333333333333 | cumulative_results.csv |
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| uni | PIK3CA | GMA PUB | split_5 | 120 | 0.559452947845805 | 0.4821428571428571 | 0.5 | 0.4642857142857143 | cumulative_results.csv |
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| h-optimus-0 | POLE | GMA PUB | split_5 | 120 | 0.7256217923410975 | 0.3991314646664034 | 0.0335570469798657 | 0.7647058823529411 | cumulative_results.csv |
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| prov-gigapath | PIK3CA | GMA PUB | split_4 | 120 | 0.5658398299078667 | 0.464776754075124 | 0.5060240963855421 | 0.4235294117647059 | cumulative_results.csv |
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| prov-gigapath | ATM | GMA PUB | split_3 | 120 | 0.5737858032378581 | 0.4763387297633873 | 0.0890410958904109 | 0.8636363636363636 | cumulative_results.csv |
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| prov-gigapath | FBXW7 | GMA PUB | split_2 | 120 | 0.5700494466682364 | 0.5042382858488345 | 0.072992700729927 | 0.935483870967742 | cumulative_results.csv |
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| h-optimus-0 | FBXW7 | GMA PUB | split_5 | 120 | 0.55805011163483 | 0.4476556685685934 | 0.1366906474820144 | 0.7586206896551724 | cumulative_results.csv |
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| virchow | ATM | GMA PUB | split_5 | 120 | 0.4788547412660887 | 0.5063041765169425 | 0.0496453900709219 | 0.9629629629629628 | cumulative_results.csv |
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| virchow | PIK3CA | GMA PUB | split_5 | 120 | 0.5224631519274376 | 0.5059523809523809 | 0.5714285714285714 | 0.4404761904761904 | cumulative_results.csv |
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| uni | POLE | GMA PUB | split_4 | 120 | 0.6411369917094355 | 0.4940781681800237 | 0.046979865771812 | 0.9411764705882352 | cumulative_results.csv |
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| virchow2 | PTEN | GMA PUB | split_1 | 120 | 0.7976489028213165 | 0.2482758620689655 | 0.396551724137931 | 0.1 | cumulative_results.csv |
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| virchow2 | FBXW7 | GMA PUB | split_1 | 120 | 0.5150966183574879 | 0.5021739130434782 | 0.1376811594202898 | 0.8666666666666667 | cumulative_results.csv |
|
| virchow | POLE | GMA PUB | split_1 | 120 | 0.5333195364238411 | 0.4639900662251656 | 0.0529801324503311 | 0.875 | cumulative_results.csv |
|
| prov-gigapath | ATM | GMA PUB | split_2 | 120 | 0.5367832167832169 | 0.5184615384615384 | 0.0769230769230769 | 0.96 | cumulative_results.csv |
|
| h-optimus-0 | PIK3CA | GMA PUB | split_2 | 120 | 0.5315656565656566 | 0.4709595959595959 | 0.5555555555555556 | 0.3863636363636363 | cumulative_results.csv |
|
| gigapath_ft | POLE | GMA PUB | split_2 | 120 | 0.6925438596491228 | 0.3798245614035087 | 0.0263157894736842 | 0.7333333333333333 | cumulative_results.csv |
|
| gigapath_ft | PIK3CA | GMA PUB | split_3 | 120 | 0.4916276429686391 | 0.4976585781183482 | 0.4320987654320987 | 0.5632183908045977 | cumulative_results.csv |
|
| uni | FBXW7 | GMA PUB | split_4 | 120 | 0.5007246376811594 | 0.4891304347826087 | 0.144927536231884 | 0.8333333333333334 | cumulative_results.csv |
|
| gigapath_ft | FBXW7 | GMA PUB | split_1 | 120 | 0.5206521739130434 | 0.4876811594202899 | 0.108695652173913 | 0.8666666666666667 | cumulative_results.csv |
|
| virchow2 | FBXW7 | GMA PUB | split_3 | 120 | 0.6153492647058822 | 0.4788602941176471 | 0.0514705882352941 | 0.90625 | cumulative_results.csv |
|
| h-optimus-0 | PIK3CA | GMA PUB | split_3 | 120 | 0.5386689371363701 | 0.4561515538527033 | 0.3950617283950617 | 0.5172413793103449 | cumulative_results.csv |
|
| gigapath_ft | ATM | GMA PUB | split_5 | 120 | 0.4707118465983714 | 0.4763593380614657 | 0.0638297872340425 | 0.8888888888888888 | cumulative_results.csv |
|
| prov-gigapath | POLE | GMA PUB | split_5 | 120 | 0.7043031977891828 | 0.435254638768259 | 0.046979865771812 | 0.8235294117647058 | cumulative_results.csv |
|
| prov-gigapath | POLE | GMA PUB | split_3 | 120 | 0.6929411764705883 | 0.4445098039215686 | 0.0066666666666666 | 0.8823529411764706 | cumulative_results.csv |
|
| virchow2 | ATM | GMA PUB | split_5 | 120 | 0.4801681113737851 | 0.4799054373522458 | 0.0709219858156028 | 0.8888888888888888 | cumulative_results.csv |
|
| gigapath_ft | ATM | GMA PUB | split_3 | 120 | 0.5686488169364882 | 0.4763387297633873 | 0.0890410958904109 | 0.8636363636363636 | cumulative_results.csv |
|
| h-optimus-0 | POLE | GMA PUB | split_4 | 120 | 0.6217923410975128 | 0.4873667587840505 | 0.0335570469798657 | 0.9411764705882352 | cumulative_results.csv |
|
| h-optimus-0 | PTEN | GMA PUB | split_5 | 120 | 0.8173523043612743 | 0.198190535106712 | 0.3114754098360656 | 0.0849056603773584 | cumulative_results.csv |
|
| virchow | ATM | GMA PUB | split_3 | 120 | 0.5526151930261519 | 0.5183686176836861 | 0.0821917808219178 | 0.9545454545454546 | cumulative_results.csv |
|
| virchow2 | ATM | GMA PUB | split_4 | 120 | 0.510969387755102 | 0.4857142857142857 | 0.0785714285714285 | 0.8928571428571429 | cumulative_results.csv |
|
| uni | ATM | GMA PUB | split_5 | 120 | 0.4252692408720777 | 0.5169424743892829 | 0.0709219858156028 | 0.9629629629629628 | cumulative_results.csv |
|
| uni | ATM | GMA PUB | split_2 | 120 | 0.4626573426573426 | 0.514965034965035 | 0.0699300699300699 | 0.96 | cumulative_results.csv |
|
| prov-gigapath | FBXW7 | GMA PUB | split_1 | 120 | 0.4369565217391304 | 0.5115942028985507 | 0.1231884057971014 | 0.9 | cumulative_results.csv |
|
| virchow | PTEN | GMA PUB | split_2 | 120 | 0.8189814814814813 | 0.2527777777777777 | 0.3666666666666666 | 0.1388888888888889 | cumulative_results.csv |
|
| virchow | PIK3CA | GMA PUB | split_4 | 120 | 0.5087880935506732 | 0.4933380581148122 | 0.4337349397590361 | 0.5529411764705883 | cumulative_results.csv |
|
| uni | PTEN | GMA PUB | split_2 | 120 | 0.8611111111111112 | 0.2249999999999999 | 0.2833333333333333 | 0.1666666666666666 | cumulative_results.csv |
|
| uni | ATM | GMA PUB | split_1 | 120 | 0.4319535437760571 | 0.4907683144729005 | 0.0684931506849315 | 0.9130434782608696 | cumulative_results.csv |
|
| prov-gigapath | FBXW7 | GMA PUB | split_1 | 120 | 0.4369565217391304 | 0.5115942028985507 | 0.1231884057971014 | 0.9 | cumulative_results.csv |
|
| uni | POLE | GMA PUB | split_2 | 120 | 0.7861842105263157 | 0.3896929824561403 | 0.0460526315789473 | 0.7333333333333333 | cumulative_results.csv |
|
| uni | ATM | GMA PUB | split_5 | 120 | 0.4252692408720777 | 0.5169424743892829 | 0.0709219858156028 | 0.9629629629629628 | cumulative_results.csv |
|
| prov-gigapath | PIK3CA | GMA PUB | split_1 | 120 | 0.569386038687973 | 0.4070647603027754 | 0.3658536585365853 | 0.4482758620689655 | cumulative_results.csv |
|
| gigapath_ft | ATM | GMA PUB | split_5 | 120 | 0.4707118465983714 | 0.4763593380614657 | 0.0638297872340425 | 0.8888888888888888 | cumulative_results.csv |
|
| gigapath_ft | FBXW7 | GMA PUB | split_1 | 120 | 0.5206521739130434 | 0.4876811594202899 | 0.108695652173913 | 0.8666666666666667 | cumulative_results.csv |
|
| virchow | PTEN | GMA PUB | split_4 | 120 | 0.7078149920255183 | 0.2858851674641148 | 0.5263157894736842 | 0.0454545454545454 | cumulative_results.csv |
|
| virchow | ATM | GMA PUB | split_2 | 120 | 0.5317482517482517 | 0.5384615384615384 | 0.0769230769230769 | 1.0 | cumulative_results.csv |
|
| prov-gigapath | FBXW7 | GMA PUB | split_4 | 120 | 0.51256038647343 | 0.5115942028985507 | 0.1231884057971014 | 0.9 | cumulative_results.csv |
|
| uni | POLE | GMA PUB | split_5 | 120 | 0.6849585471772601 | 0.418476115278326 | 0.0134228187919463 | 0.8235294117647058 | cumulative_results.csv |
|
| virchow | PIK3CA | GMA PUB | split_4 | 120 | 0.5087880935506732 | 0.4933380581148122 | 0.4337349397590361 | 0.5529411764705883 | cumulative_results.csv |
|
| prov-gigapath | POLE | GMA PUB | split_4 | 120 | 0.6985787603632057 | 0.4806553493880773 | 0.0201342281879194 | 0.9411764705882352 | cumulative_results.csv |
|
| uni | PTEN | GMA PUB | split_5 | 120 | 0.7638416331580575 | 0.2523198267862666 | 0.3442622950819672 | 0.160377358490566 | cumulative_results.csv |
|
| gigapath_ft | ATM | GMA PUB | split_1 | 120 | 0.4961286480047647 | 0.4541393686718284 | 0.0821917808219178 | 0.8260869565217391 | cumulative_results.csv |
|
| h-optimus-0 | POLE | GMA PUB | split_3 | 120 | 0.6686274509803921 | 0.4545098039215686 | 0.0266666666666666 | 0.8823529411764706 | cumulative_results.csv |
|
| prov-gigapath | ATM | GMA PUB | split_1 | 120 | 0.4818344252531268 | 0.4587552114353782 | 0.047945205479452 | 0.8695652173913043 | cumulative_results.csv |
|
| gigapath_ft | PTEN | GMA PUB | split_3 | 120 | 0.8334629140102628 | 0.2421862851811538 | 0.3559322033898305 | 0.128440366972477 | cumulative_results.csv |
|
| virchow2 | POLE | GMA PUB | split_5 | 120 | 0.6699565732333203 | 0.4218318199763126 | 0.0201342281879194 | 0.8235294117647058 | cumulative_results.csv |
|
| gigapath_ft | PTEN | GMA PUB | split_2 | 120 | 0.790895061728395 | 0.2759259259259259 | 0.45 | 0.1018518518518518 | cumulative_results.csv |
|
| virchow2 | PIK3CA | GMA PUB | split_4 | 120 | 0.5104890148830616 | 0.488731396172927 | 0.5421686746987951 | 0.4352941176470588 | cumulative_results.csv |
|
| gigapath_ft | FBXW7 | GMA PUB | split_3 | 120 | 0.572610294117647 | 0.4742647058823529 | 0.0735294117647058 | 0.875 | cumulative_results.csv |
|
| gigapath_ft | POLE | GMA PUB | split_4 | 120 | 0.6316620607974733 | 0.4545992893801815 | 0.0268456375838926 | 0.8823529411764706 | cumulative_results.csv |
|
| virchow2 | PTEN | GMA PUB | split_1 | 120 | 0.7976489028213165 | 0.2482758620689655 | 0.396551724137931 | 0.1 | cumulative_results.csv |
|
| gigapath_ft | PIK3CA | GMA PUB | split_4 | 120 | 0.5726435152374204 | 0.4712260807937632 | 0.5542168674698795 | 0.388235294117647 | cumulative_results.csv |
|
| h-optimus-0 | PIK3CA | GMA PUB | split_1 | 120 | 0.5636389122511914 | 0.4436501261564339 | 0.4390243902439024 | 0.4482758620689655 | cumulative_results.csv |
|
| virchow2 | PTEN | GMA PUB | split_4 | 120 | 0.7829346092503988 | 0.2251196172248804 | 0.3684210526315789 | 0.0818181818181818 | cumulative_results.csv |
|
| gigapath_ft | PIK3CA | GMA PUB | split_5 | 120 | 0.5768140589569161 | 0.4464285714285714 | 0.5476190476190477 | 0.3452380952380952 | cumulative_results.csv |
|
| gigapath_ft | ATM | GMA PUB | split_1 | 120 | 0.4961286480047647 | 0.4541393686718284 | 0.0821917808219178 | 0.8260869565217391 | cumulative_results.csv |
|
| gigapath_ft | POLE | GMA PUB | split_2 | 120 | 0.6925438596491228 | 0.3798245614035087 | 0.0263157894736842 | 0.7333333333333333 | cumulative_results.csv |
|
| virchow2 | ATM | GMA PUB | split_2 | 120 | 0.4965034965034965 | 0.4704895104895105 | 0.0209790209790209 | 0.92 | cumulative_results.csv |
|
| uni | ATM | GMA PUB | split_4 | 120 | 0.5658163265306122 | 0.4964285714285714 | 0.1 | 0.8928571428571429 | cumulative_results.csv |
|
| prov-gigapath | PTEN | GMA PUB | split_1 | 120 | 0.7438871473354233 | 0.2873040752351097 | 0.4655172413793103 | 0.109090909090909 | cumulative_results.csv |
|
| h-optimus-0 | PTEN | GMA PUB | split_5 | 120 | 0.8173523043612743 | 0.198190535106712 | 0.3114754098360656 | 0.0849056603773584 | cumulative_results.csv |
|
| prov-gigapath | PIK3CA | GMA PUB | split_3 | 120 | 0.4897119341563786 | 0.5280970625798211 | 0.4814814814814814 | 0.5747126436781609 | cumulative_results.csv |
|
| virchow | ATM | GMA PUB | split_4 | 120 | 0.5387755102040817 | 0.4892857142857143 | 0.05 | 0.9285714285714286 | cumulative_results.csv |
|
| virchow2 | ATM | GMA PUB | split_2 | 120 | 0.4965034965034965 | 0.4704895104895105 | 0.0209790209790209 | 0.92 | cumulative_results.csv |
|
| h-optimus-0 | POLE | GMA PUB | split_5 | 120 | 0.7256217923410975 | 0.3991314646664034 | 0.0335570469798657 | 0.7647058823529411 | cumulative_results.csv |
|
| virchow | ATM | GMA PUB | split_4 | 120 | 0.5387755102040817 | 0.4892857142857143 | 0.05 | 0.9285714285714286 | cumulative_results.csv |
|
| uni | FBXW7 | GMA PUB | split_2 | 120 | 0.5102425241346833 | 0.5297857311043089 | 0.1240875912408759 | 0.935483870967742 | cumulative_results.csv |
|
| virchow | POLE | GMA PUB | split_5 | 120 | 0.5886300829056454 | 0.4646664034741413 | 0.046979865771812 | 0.8823529411764706 | cumulative_results.csv |
|
| virchow | PTEN | GMA PUB | split_5 | 120 | 0.7507732755954222 | 0.2791524899474172 | 0.4262295081967213 | 0.1320754716981132 | cumulative_results.csv |
|
| uni | PIK3CA | GMA PUB | split_2 | 120 | 0.5450336700336701 | 0.4598765432098765 | 0.419753086419753 | 0.5 | cumulative_results.csv |
|
| uni | PIK3CA | GMA PUB | split_4 | 120 | 0.5226789510985117 | 0.5105598866052445 | 0.3975903614457831 | 0.6235294117647059 | cumulative_results.csv |
|
| gigapath_ft | FBXW7 | GMA PUB | split_4 | 120 | 0.4871980676328502 | 0.4760869565217391 | 0.1521739130434782 | 0.8 | cumulative_results.csv |
|
| h-optimus-0 | PIK3CA | GMA PUB | split_2 | 120 | 0.5315656565656566 | 0.4709595959595959 | 0.5555555555555556 | 0.3863636363636363 | cumulative_results.csv |
|
| h-optimus-0 | PTEN | GMA PUB | split_2 | 120 | 0.8472222222222222 | 0.2351851851851851 | 0.35 | 0.1203703703703703 | cumulative_results.csv |
|
| prov-gigapath | POLE | GMA PUB | split_2 | 120 | 0.7421052631578947 | 0.449780701754386 | 0.0328947368421052 | 0.8666666666666667 | cumulative_results.csv |
|
| virchow2 | PIK3CA | GMA PUB | split_4 | 120 | 0.5104890148830616 | 0.488731396172927 | 0.5421686746987951 | 0.4352941176470588 | cumulative_results.csv |
|
| virchow2 | PIK3CA | GMA PUB | split_2 | 120 | 0.6510241301907969 | 0.3741582491582491 | 0.4074074074074074 | 0.3409090909090909 | cumulative_results.csv |
|
| virchow | FBXW7 | GMA PUB | split_4 | 120 | 0.538888888888889 | 0.4398550724637681 | 0.0797101449275362 | 0.8 | cumulative_results.csv |
|
| gigapath_ft | ATM | GMA PUB | split_4 | 120 | 0.5048469387755102 | 0.4821428571428571 | 0.0714285714285714 | 0.8928571428571429 | cumulative_results.csv |
|
| gigapath_ft | POLE | GMA PUB | split_3 | 120 | 0.6988235294117647 | 0.4217647058823529 | 0.02 | 0.8235294117647058 | cumulative_results.csv |
|
| h-optimus-0 | ATM | GMA PUB | split_1 | 120 | 0.5714711137581894 | 0.4861524717093508 | 0.1027397260273972 | 0.8695652173913043 | cumulative_results.csv |
|
| virchow2 | FBXW7 | GMA PUB | split_5 | 120 | 0.5547010667328206 | 0.4569585710741751 | 0.0863309352517985 | 0.8275862068965517 | cumulative_results.csv |
|
| gigapath_ft | FBXW7 | GMA PUB | split_3 | 120 | 0.572610294117647 | 0.4742647058823529 | 0.0735294117647058 | 0.875 | cumulative_results.csv |
|
| gigapath_ft | POLE | GMA PUB | split_5 | 120 | 0.6044216344255823 | 0.435254638768259 | 0.046979865771812 | 0.8235294117647058 | cumulative_results.csv |
|
| h-optimus-0 | ATM | GMA PUB | split_2 | 120 | 0.4786013986013986 | 0.5184615384615384 | 0.0769230769230769 | 0.96 | cumulative_results.csv |
|
| virchow | PIK3CA | GMA PUB | split_1 | 120 | 0.4998598261844687 | 0.5079198205775162 | 0.4756097560975609 | 0.5402298850574713 | cumulative_results.csv |
|
| virchow | PTEN | GMA PUB | split_3 | 120 | 0.7789612812937334 | 0.2997201057378323 | 0.4067796610169492 | 0.1926605504587156 | cumulative_results.csv |
|
| h-optimus-0 | POLE | GMA PUB | split_3 | 120 | 0.6686274509803921 | 0.4545098039215686 | 0.0266666666666666 | 0.8823529411764706 | cumulative_results.csv |
|
| h-optimus-0 | ATM | GMA PUB | split_1 | 120 | 0.5714711137581894 | 0.4861524717093508 | 0.1027397260273972 | 0.8695652173913043 | cumulative_results.csv |
|
| virchow2 | POLE | GMA PUB | split_2 | 120 | 0.5732456140350877 | 0.5028508771929825 | 0.0723684210526315 | 0.9333333333333332 | cumulative_results.csv |
|
| gigapath_ft | FBXW7 | GMA PUB | split_4 | 120 | 0.4871980676328502 | 0.4760869565217391 | 0.1521739130434782 | 0.8 | cumulative_results.csv |
|
| h-optimus-0 | PIK3CA | GMA PUB | split_1 | 120 | 0.5636389122511914 | 0.4436501261564339 | 0.4390243902439024 | 0.4482758620689655 | cumulative_results.csv |
|
| prov-gigapath | PTEN | GMA PUB | split_2 | 120 | 0.7916666666666667 | 0.2731481481481481 | 0.4166666666666667 | 0.1296296296296296 | cumulative_results.csv |
|
| gigapath_ft | PIK3CA | GMA PUB | split_4 | 120 | 0.5726435152374204 | 0.4712260807937632 | 0.5542168674698795 | 0.388235294117647 | cumulative_results.csv |
|
| h-optimus-0 | ATM | GMA PUB | split_3 | 120 | 0.5840597758405977 | 0.5389165628891657 | 0.1232876712328767 | 0.9545454545454546 | cumulative_results.csv |
|
| uni | ATM | GMA PUB | split_1 | 120 | 0.4319535437760571 | 0.4907683144729005 | 0.0684931506849315 | 0.9130434782608696 | cumulative_results.csv |
|
| h-optimus-0 | PIK3CA | GMA PUB | split_5 | 120 | 0.5185657596371882 | 0.5059523809523809 | 0.5595238095238095 | 0.4523809523809524 | cumulative_results.csv |
|
| prov-gigapath | POLE | GMA PUB | split_4 | 120 | 0.6985787603632057 | 0.4806553493880773 | 0.0201342281879194 | 0.9411764705882352 | cumulative_results.csv |
|
| gigapath_ft | PIK3CA | GMA PUB | split_3 | 120 | 0.4916276429686391 | 0.4976585781183482 | 0.4320987654320987 | 0.5632183908045977 | cumulative_results.csv |
|
| virchow2 | POLE | GMA PUB | split_5 | 120 | 0.6699565732333203 | 0.4218318199763126 | 0.0201342281879194 | 0.8235294117647058 | cumulative_results.csv |
|
| prov-gigapath | ATM | GMA PUB | split_4 | 120 | 0.500765306122449 | 0.4928571428571429 | 0.0571428571428571 | 0.9285714285714286 | cumulative_results.csv |
|
| prov-gigapath | FBXW7 | GMA PUB | split_3 | 120 | 0.53125 | 0.4862132352941176 | 0.0661764705882353 | 0.90625 | cumulative_results.csv |
|
| uni | POLE | GMA PUB | split_2 | 120 | 0.7861842105263157 | 0.3896929824561403 | 0.0460526315789473 | 0.7333333333333333 | cumulative_results.csv |
|
| h-optimus-0 | FBXW7 | GMA PUB | split_4 | 120 | 0.4467391304347826 | 0.4840579710144927 | 0.1014492753623188 | 0.8666666666666667 | cumulative_results.csv |
|
| virchow2 | POLE | GMA PUB | split_3 | 120 | 0.6823529411764706 | 0.4805882352941176 | 0.02 | 0.9411764705882352 | cumulative_results.csv |
|
| h-optimus-0 | FBXW7 | GMA PUB | split_2 | 120 | 0.5681657640687544 | 0.4579703319990581 | 0.1094890510948905 | 0.8064516129032258 | cumulative_results.csv |
|
| uni | FBXW7 | GMA PUB | split_1 | 120 | 0.5326086956521738 | 0.5079710144927536 | 0.1159420289855072 | 0.9 | cumulative_results.csv |
|
| virchow | POLE | GMA PUB | split_2 | 120 | 0.6475877192982455 | 0.4164473684210527 | 0.0328947368421052 | 0.8 | cumulative_results.csv |
|
| virchow2 | PTEN | GMA PUB | split_2 | 120 | 0.7942901234567901 | 0.2805555555555555 | 0.45 | 0.1111111111111111 | cumulative_results.csv |
|
| gigapath_ft | ATM | GMA PUB | split_4 | 120 | 0.5048469387755102 | 0.4821428571428571 | 0.0714285714285714 | 0.8928571428571429 | cumulative_results.csv |
|
| h-optimus-0 | POLE | GMA PUB | split_2 | 120 | 0.7706140350877193 | 0.4798245614035087 | 0.0263157894736842 | 0.9333333333333332 | cumulative_results.csv |
|
| virchow2 | PIK3CA | GMA PUB | split_5 | 120 | 0.5879393424036281 | 0.4345238095238095 | 0.5357142857142857 | 0.3333333333333333 | cumulative_results.csv |
|
| virchow2 | FBXW7 | GMA PUB | split_2 | 120 | 0.5632210972451142 | 0.4938780315516835 | 0.1167883211678832 | 0.8709677419354839 | cumulative_results.csv |
|
| uni | PIK3CA | GMA PUB | split_3 | 120 | 0.5379594153540513 | 0.4963814389101745 | 0.3950617283950617 | 0.5977011494252874 | cumulative_results.csv |
|
| virchow | PTEN | GMA PUB | split_1 | 120 | 0.7264890282131661 | 0.3272727272727272 | 0.5 | 0.1545454545454545 | cumulative_results.csv |
|
| uni | PIK3CA | GMA PUB | split_3 | 120 | 0.5379594153540513 | 0.4963814389101745 | 0.3950617283950617 | 0.5977011494252874 | cumulative_results.csv |
|
| prov-gigapath | PTEN | GMA PUB | split_4 | 120 | 0.7873205741626795 | 0.2780701754385964 | 0.4561403508771929 | 0.1 | cumulative_results.csv |
|
| gigapath_ft | ATM | GMA PUB | split_3 | 120 | 0.5686488169364882 | 0.4763387297633873 | 0.0890410958904109 | 0.8636363636363636 | cumulative_results.csv |
|
| virchow2 | FBXW7 | GMA PUB | split_5 | 120 | 0.5547010667328206 | 0.4569585710741751 | 0.0863309352517985 | 0.8275862068965517 | cumulative_results.csv |
|
| uni | ATM | GMA PUB | split_3 | 120 | 0.5672478206724781 | 0.4729140722291407 | 0.0821917808219178 | 0.8636363636363636 | cumulative_results.csv |
|
| virchow | PIK3CA | GMA PUB | split_5 | 120 | 0.5224631519274376 | 0.5059523809523809 | 0.5714285714285714 | 0.4404761904761904 | cumulative_results.csv |
|
| uni | PIK3CA | GMA PUB | split_1 | 120 | 0.5801093355761144 | 0.4504485562097 | 0.4756097560975609 | 0.425287356321839 | cumulative_results.csv |
|
| virchow2 | FBXW7 | GMA PUB | split_4 | 120 | 0.4536231884057971 | 0.5260869565217392 | 0.1521739130434782 | 0.9 | cumulative_results.csv |
|
| uni | ATM | GMA PUB | split_2 | 120 | 0.4626573426573426 | 0.514965034965035 | 0.0699300699300699 | 0.96 | cumulative_results.csv |
|
| virchow | POLE | GMA PUB | split_4 | 120 | 0.6020529016975917 | 0.4806553493880773 | 0.0201342281879194 | 0.9411764705882352 | cumulative_results.csv |
|
| gigapath_ft | PTEN | GMA PUB | split_1 | 120 | 0.7733542319749216 | 0.2518808777429467 | 0.4310344827586206 | 0.0727272727272727 | cumulative_results.csv |
|
| prov-gigapath | PTEN | GMA PUB | split_3 | 120 | 0.8232001243974498 | 0.2347224381900171 | 0.2033898305084746 | 0.2660550458715596 | cumulative_results.csv |
|
| prov-gigapath | FBXW7 | GMA PUB | split_5 | 120 | 0.6206896551724138 | 0.4188786901513271 | 0.079136690647482 | 0.7586206896551724 | cumulative_results.csv |
|
| h-optimus-0 | FBXW7 | GMA PUB | split_1 | 120 | 0.4830917874396135 | 0.5057971014492754 | 0.144927536231884 | 0.8666666666666667 | cumulative_results.csv |
|
| virchow | FBXW7 | GMA PUB | split_1 | 120 | 0.5770531400966183 | 0.4413043478260869 | 0.1159420289855072 | 0.7666666666666667 | cumulative_results.csv |
|
| h-optimus-0 | PIK3CA | GMA PUB | split_3 | 120 | 0.5386689371363701 | 0.4561515538527033 | 0.3950617283950617 | 0.5172413793103449 | cumulative_results.csv |
|
| gigapath_ft | PTEN | GMA PUB | split_5 | 120 | 0.8261676461490876 | 0.24512836374884 | 0.3770491803278688 | 0.1132075471698113 | cumulative_results.csv |
|
| virchow | POLE | GMA PUB | split_4 | 120 | 0.6020529016975917 | 0.4806553493880773 | 0.0201342281879194 | 0.9411764705882352 | cumulative_results.csv |
|
| prov-gigapath | PTEN | GMA PUB | split_2 | 120 | 0.7916666666666667 | 0.2731481481481481 | 0.4166666666666667 | 0.1296296296296296 | cumulative_results.csv |
|
| virchow2 | PIK3CA | GMA PUB | split_3 | 120 | 0.5615155385270327 | 0.4680715197956577 | 0.4074074074074074 | 0.5287356321839081 | cumulative_results.csv |
|
| virchow | PIK3CA | GMA PUB | split_3 | 120 | 0.5043990350503761 | 0.486164325244785 | 0.4320987654320987 | 0.5402298850574713 | cumulative_results.csv |
|
| uni | PIK3CA | GMA PUB | split_2 | 120 | 0.5450336700336701 | 0.4598765432098765 | 0.419753086419753 | 0.5 | cumulative_results.csv |
|
| h-optimus-0 | PTEN | GMA PUB | split_4 | 120 | 0.7943381180223286 | 0.255023923444976 | 0.4736842105263157 | 0.0363636363636363 | cumulative_results.csv |
|
| h-optimus-0 | PTEN | GMA PUB | split_2 | 120 | 0.8472222222222222 | 0.2351851851851851 | 0.35 | 0.1203703703703703 | cumulative_results.csv |
|
| virchow | FBXW7 | GMA PUB | split_3 | 120 | 0.5914522058823529 | 0.4558823529411764 | 0.1617647058823529 | 0.75 | cumulative_results.csv |
|
| virchow2 | PIK3CA | GMA PUB | split_2 | 120 | 0.6510241301907969 | 0.3741582491582491 | 0.4074074074074074 | 0.3409090909090909 | cumulative_results.csv |
|
| gigapath_ft | POLE | GMA PUB | split_1 | 120 | 0.6783940397350994 | 0.5099337748344371 | 0.0198675496688741 | 1.0 | cumulative_results.csv |
|
| virchow2 | PTEN | GMA PUB | split_3 | 120 | 0.8387498056289846 | 0.2428860208365728 | 0.3389830508474576 | 0.146788990825688 | cumulative_results.csv |
|
| virchow | FBXW7 | GMA PUB | split_2 | 120 | 0.57581822462915 | 0.46680009418413 | 0.0948905109489051 | 0.8387096774193549 | cumulative_results.csv |
|
| virchow | FBXW7 | GMA PUB | split_5 | 120 | 0.5420491193252295 | 0.482138427189283 | 0.1366906474820144 | 0.8275862068965517 | cumulative_results.csv |
|
| gigapath_ft | POLE | GMA PUB | split_1 | 120 | 0.6783940397350994 | 0.5099337748344371 | 0.0198675496688741 | 1.0 | cumulative_results.csv |
|
| uni | FBXW7 | GMA PUB | split_5 | 120 | 0.6576531877945919 | 0.4196229223517738 | 0.1151079136690647 | 0.7241379310344828 | cumulative_results.csv |
|
| virchow | FBXW7 | GMA PUB | split_5 | 120 | 0.5420491193252295 | 0.482138427189283 | 0.1366906474820144 | 0.8275862068965517 | cumulative_results.csv |
|
| uni | PTEN | GMA PUB | split_4 | 120 | 0.7575757575757576 | 0.281658692185008 | 0.5087719298245614 | 0.0545454545454545 | cumulative_results.csv |
|
| h-optimus-0 | POLE | GMA PUB | split_1 | 120 | 0.6734271523178808 | 0.4128725165562913 | 0.0132450331125827 | 0.8125 | cumulative_results.csv |
|
| prov-gigapath | FBXW7 | GMA PUB | split_4 | 120 | 0.51256038647343 | 0.5115942028985507 | 0.1231884057971014 | 0.9 | cumulative_results.csv |
|
| virchow | PTEN | GMA PUB | split_3 | 120 | 0.7789612812937334 | 0.2997201057378323 | 0.4067796610169492 | 0.1926605504587156 | cumulative_results.csv |
|
| uni | PTEN | GMA PUB | split_3 | 120 | 0.8223448919297155 | 0.2358109158762245 | 0.288135593220339 | 0.1834862385321101 | cumulative_results.csv |
|
| uni | POLE | GMA PUB | split_3 | 120 | 0.6882352941176471 | 0.4839215686274509 | 0.0266666666666666 | 0.9411764705882352 | cumulative_results.csv |
|
| h-optimus-0 | PTEN | GMA PUB | split_1 | 120 | 0.8046238244514107 | 0.2324451410658307 | 0.3103448275862069 | 0.1545454545454545 | cumulative_results.csv |
|
| uni | POLE | GMA PUB | split_1 | 120 | 0.6320364238410595 | 0.4161837748344371 | 0.0198675496688741 | 0.8125 | cumulative_results.csv |
|
| virchow | PTEN | GMA PUB | split_5 | 120 | 0.7507732755954222 | 0.2791524899474172 | 0.4262295081967213 | 0.1320754716981132 | cumulative_results.csv |
|
| virchow2 | PTEN | GMA PUB | split_3 | 120 | 0.8387498056289846 | 0.2428860208365728 | 0.3389830508474576 | 0.146788990825688 | cumulative_results.csv |
|
| prov-gigapath | FBXW7 | GMA PUB | split_5 | 120 | 0.6206896551724138 | 0.4188786901513271 | 0.079136690647482 | 0.7586206896551724 | cumulative_results.csv |
|
| virchow2 | POLE | GMA PUB | split_3 | 120 | 0.6823529411764706 | 0.4805882352941176 | 0.02 | 0.9411764705882352 | cumulative_results.csv |
|
| prov-gigapath | PTEN | GMA PUB | split_5 | 120 | 0.7862666254253015 | 0.2264924218991648 | 0.3114754098360656 | 0.1415094339622641 | cumulative_results.csv |
|
| prov-gigapath | ATM | GMA PUB | split_5 | 120 | 0.4407670081428946 | 0.5169424743892829 | 0.0709219858156028 | 0.9629629629629628 | cumulative_results.csv |
|
| gigapath_ft | PIK3CA | GMA PUB | split_1 | 120 | 0.6275581721334454 | 0.3976731146621811 | 0.4390243902439024 | 0.3563218390804598 | cumulative_results.csv |
|
| gigapath_ft | PIK3CA | GMA PUB | split_5 | 120 | 0.5768140589569161 | 0.4464285714285714 | 0.5476190476190477 | 0.3452380952380952 | cumulative_results.csv |
|
| uni | PTEN | GMA PUB | split_5 | 120 | 0.7638416331580575 | 0.2523198267862666 | 0.3442622950819672 | 0.160377358490566 | cumulative_results.csv |
|
| h-optimus-0 | PTEN | GMA PUB | split_3 | 120 | 0.806017726636604 | 0.2672212719639247 | 0.3050847457627119 | 0.2293577981651376 | cumulative_results.csv |
|
| virchow | FBXW7 | GMA PUB | split_4 | 120 | 0.538888888888889 | 0.4398550724637681 | 0.0797101449275362 | 0.8 | cumulative_results.csv |
|
| h-optimus-0 | ATM | GMA PUB | split_3 | 120 | 0.5840597758405977 | 0.5389165628891657 | 0.1232876712328767 | 0.9545454545454546 | cumulative_results.csv |
|
| prov-gigapath | PIK3CA | GMA PUB | split_2 | 120 | 0.5955387205387205 | 0.429503367003367 | 0.3703703703703703 | 0.4886363636363636 | cumulative_results.csv |
|
| h-optimus-0 | PIK3CA | GMA PUB | split_5 | 120 | 0.5185657596371882 | 0.5059523809523809 | 0.5595238095238095 | 0.4523809523809524 | cumulative_results.csv |
|
| h-optimus-0 | FBXW7 | GMA PUB | split_3 | 120 | 0.5795036764705882 | 0.4852941176470588 | 0.0955882352941176 | 0.875 | cumulative_results.csv |
|
| virchow2 | ATM | GMA PUB | split_4 | 120 | 0.510969387755102 | 0.4857142857142857 | 0.0785714285714285 | 0.8928571428571429 | cumulative_results.csv |
|
| h-optimus-0 | PTEN | GMA PUB | split_1 | 120 | 0.8046238244514107 | 0.2324451410658307 | 0.3103448275862069 | 0.1545454545454545 | cumulative_results.csv |
|
| prov-gigapath | PIK3CA | GMA PUB | split_5 | 120 | 0.5386196145124716 | 0.4821428571428571 | 0.4880952380952381 | 0.4761904761904761 | cumulative_results.csv |
|
| gigapath_ft | PIK3CA | GMA PUB | split_2 | 120 | 0.5565375982042647 | 0.4880050505050505 | 0.5555555555555556 | 0.4204545454545454 | cumulative_results.csv |
|
| virchow2 | POLE | GMA PUB | split_4 | 120 | 0.5953414923016187 | 0.474733517568101 | 0.0671140939597315 | 0.8823529411764706 | cumulative_results.csv |
|
| prov-gigapath | ATM | GMA PUB | split_4 | 120 | 0.500765306122449 | 0.4928571428571429 | 0.0571428571428571 | 0.9285714285714286 | cumulative_results.csv |
|
| uni | PIK3CA | GMA PUB | split_5 | 120 | 0.559452947845805 | 0.4821428571428571 | 0.5 | 0.4642857142857143 | cumulative_results.csv |
|
| virchow2 | FBXW7 | GMA PUB | split_4 | 120 | 0.4536231884057971 | 0.5260869565217392 | 0.1521739130434782 | 0.9 | cumulative_results.csv |
|
| virchow | POLE | GMA PUB | split_3 | 120 | 0.5874509803921568 | 0.4545098039215686 | 0.0266666666666666 | 0.8823529411764706 | cumulative_results.csv |
|
| h-optimus-0 | ATM | GMA PUB | split_5 | 120 | 0.5161544523246651 | 0.4877856579984239 | 0.0496453900709219 | 0.925925925925926 | cumulative_results.csv |
|
| virchow | POLE | GMA PUB | split_5 | 120 | 0.5886300829056454 | 0.4646664034741413 | 0.046979865771812 | 0.8823529411764706 | cumulative_results.csv |
|
| gigapath_ft | POLE | GMA PUB | split_4 | 120 | 0.6316620607974733 | 0.4545992893801815 | 0.0268456375838926 | 0.8823529411764706 | cumulative_results.csv |
|
| uni | PIK3CA | GMA PUB | split_1 | 120 | 0.5801093355761144 | 0.4504485562097 | 0.4756097560975609 | 0.425287356321839 | cumulative_results.csv |
|
| virchow2 | FBXW7 | GMA PUB | split_3 | 120 | 0.6153492647058822 | 0.4788602941176471 | 0.0514705882352941 | 0.90625 | cumulative_results.csv |
|
| prov-gigapath | PTEN | GMA PUB | split_4 | 120 | 0.7873205741626795 | 0.2780701754385964 | 0.4561403508771929 | 0.1 | cumulative_results.csv |
|
| virchow2 | FBXW7 | GMA PUB | split_2 | 120 | 0.5632210972451142 | 0.4938780315516835 | 0.1167883211678832 | 0.8709677419354839 | cumulative_results.csv |
|
| h-optimus-0 | POLE | GMA PUB | split_4 | 120 | 0.6217923410975128 | 0.4873667587840505 | 0.0335570469798657 | 0.9411764705882352 | cumulative_results.csv |
|
| h-optimus-0 | POLE | GMA PUB | split_1 | 120 | 0.6734271523178808 | 0.4128725165562913 | 0.0132450331125827 | 0.8125 | cumulative_results.csv |
|
| prov-gigapath | POLE | GMA PUB | split_5 | 120 | 0.7043031977891828 | 0.435254638768259 | 0.046979865771812 | 0.8235294117647058 | cumulative_results.csv |
|
| virchow | POLE | GMA PUB | split_1 | 120 | 0.5333195364238411 | 0.4639900662251656 | 0.0529801324503311 | 0.875 | cumulative_results.csv |
|
| virchow | FBXW7 | GMA PUB | split_2 | 120 | 0.57581822462915 | 0.46680009418413 | 0.0948905109489051 | 0.8387096774193549 | cumulative_results.csv |
|
| virchow | FBXW7 | GMA PUB | split_3 | 120 | 0.5914522058823529 | 0.4558823529411764 | 0.1617647058823529 | 0.75 | cumulative_results.csv |
|
| virchow | PTEN | GMA PUB | split_2 | 120 | 0.8189814814814813 | 0.2527777777777777 | 0.3666666666666666 | 0.1388888888888889 | cumulative_results.csv |
|
| virchow2 | PTEN | GMA PUB | split_4 | 120 | 0.7829346092503988 | 0.2251196172248804 | 0.3684210526315789 | 0.0818181818181818 | cumulative_results.csv |
|
| uni | FBXW7 | GMA PUB | split_3 | 120 | 0.5845588235294118 | 0.5422794117647058 | 0.1470588235294117 | 0.9375 | cumulative_results.csv |
|
| prov-gigapath | PTEN | GMA PUB | split_1 | 120 | 0.7438871473354233 | 0.2873040752351097 | 0.4655172413793103 | 0.109090909090909 | cumulative_results.csv |
|
| prov-gigapath | PIK3CA | GMA PUB | split_1 | 120 | 0.569386038687973 | 0.4070647603027754 | 0.3658536585365853 | 0.4482758620689655 | cumulative_results.csv |
|
| virchow2 | ATM | GMA PUB | split_1 | 120 | 0.5470518165574747 | 0.4907683144729005 | 0.0684931506849315 | 0.9130434782608696 | cumulative_results.csv |
|
| h-optimus-0 | FBXW7 | GMA PUB | split_3 | 120 | 0.5795036764705882 | 0.4852941176470588 | 0.0955882352941176 | 0.875 | cumulative_results.csv |
External Inference Diagnostics
Interactive ROC/PR curves for each external inference experiment
Inference
Encoder groups