Upload D3 final evaluation results
Browse files- d3_evaluation_results.json +49 -0
d3_evaluation_results.json
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{
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"experiment": "D3_Tversky_Loss",
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"model": "SE_Residual_DeepSupervision_V2",
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"best_epoch": 47,
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"best_validation_dice": 0.8139625905804101,
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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": 0.9275238638785263,
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"Precision": 0.925844316390281,
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"Recall": 0.9292095160785292,
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"Sensitivity": 0.9292095160785292,
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"FNR": 0.07079048392147086,
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"FPR": 0.019792564795113817,
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"HD95": 3.122503037176548,
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"TP": 1893322,
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"TN": 7510120,
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"FP": 151646,
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"FN": 144240
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},
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"TC": {
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"Dice": 0.8444597888871543,
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"Precision": 0.8934366348571494,
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"Recall": 0.8005735565171754,
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"Sensitivity": 0.8005735565171754,
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"FNR": 0.19942644348282462,
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"FPR": 0.009508500729343294,
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"HD95": 6.350049540298137,
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"TP": 703207,
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"TN": 8737075,
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"FP": 83874,
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"FN": 175172
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},
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"ET": {
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"Dice": 0.8271404043501753,
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"Precision": 0.8621076550082084,
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"Recall": 0.7948991437089372,
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"Sensitivity": 0.7948991437089372,
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"FNR": 0.20510085629106278,
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"FPR": 0.00689263216792824,
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"HD95": 3.7890134000826095,
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"TP": 396479,
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"TN": 9137133,
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"FP": 63416,
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"FN": 102300
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}
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}
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}
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