Upload D1 final evaluation results
Browse files- d1_evaluation_results.json +49 -0
d1_evaluation_results.json
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{
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"experiment": "D1_FN_Aware_Loss",
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"model": "SE_Residual_DeepSupervision_V2",
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"best_epoch": 49,
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"best_validation_dice": 0.8108215321697915,
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"validation_patients": 37,
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"test_used": false,
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"metrics": {
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"WT": {
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"Dice": 0.927404011061039,
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"Precision": 0.9275777873477326,
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"Recall": 0.9272302998740963,
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"Sensitivity": 0.9272302998740963,
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"FNR": 0.07276970012590363,
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"FPR": 0.018861360275101303,
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"HD95": 2.8723603989415114,
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"TP": 1858826,
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"TN": 7549489,
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"FP": 145131,
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"FN": 145882
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},
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"TC": {
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"Dice": 0.8549804914232509,
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"Precision": 0.934056814471704,
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"Recall": 0.7882481824738115,
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"Sensitivity": 0.7882481824738115,
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"FNR": 0.21175181752618852,
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"FPR": 0.005768554392031166,
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"HD95": 5.070572052990345,
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"TP": 718087,
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"TN": 8737641,
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"FP": 50696,
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"FN": 192904
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},
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"ET": {
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"Dice": 0.8448082516616632,
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"Precision": 0.8619690276034134,
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"Recall": 0.8283174387441111,
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"Sensitivity": 0.8283174387441111,
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"FNR": 0.17168256125588888,
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"FPR": 0.007573135297848827,
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"HD95": 3.492792756022825,
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"TP": 433929,
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"TN": 9105973,
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"FP": 69487,
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"FN": 89939
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}
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}
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}
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