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all_results.json
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{
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"epoch": 3.0,
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"test_CELL_LINE": {
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"f1": 0.8961869076482257,
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"number": 2293,
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"precision": 0.9059714795008913,
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"recall": 0.886611426079372
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},
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"test_CELL_TYPE": {
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"f1": 0.7550585729499467,
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"number": 2746,
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"precision": 0.7364958448753463,
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"recall": 0.7745812090313183
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},
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"test_DISEASE": {
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"f1": 0.636288318144159,
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"number": 588,
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"precision": 0.6203554119547657,
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"recall": 0.6530612244897959
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},
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"test_EXP_ASSAY": {
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"f1": 0.7159699892818864,
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"number": 9884,
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"precision": 0.722422494592646,
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"recall": 0.7096317280453258
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},
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"test_GENEPROD": {
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"f1": 0.8951861943687557,
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"number": 24751,
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"precision": 0.8944099378881988,
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"recall": 0.8959637994424468
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},
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"test_ORGANISM": {
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"f1": 0.8826229508196721,
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"number": 3780,
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"precision": 0.8751625487646294,
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"recall": 0.8902116402116402
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},
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"test_SMALL_MOLECULE": {
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"f1": 0.8263117870722434,
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"number": 6607,
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"precision": 0.8303530490600642,
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"recall": 0.8223096715604662
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},
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"test_SUBCELLULAR": {
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"f1": 0.7777915172499072,
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"number": 4085,
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"precision": 0.7858570714642679,
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"recall": 0.769889840881273
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},
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"test_TISSUE": {
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"f1": 0.8094430308170767,
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"number": 3554,
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"precision": 0.8133522727272727,
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"recall": 0.8055711873944851
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},
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"test_loss": 0.01714123599231243,
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"test_overall_accuracy": 0.9579432992620136,
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"test_overall_f1": 0.8336481983993405,
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"test_overall_precision": 0.8345368269032392,
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"test_overall_recall": 0.8327614603348888,
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"test_runtime": 127.5984,
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"test_samples_per_second": 184.791,
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"test_steps_per_second": 5.776
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}
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