Upload D6 final evaluation results
Browse files- d6_evaluation_results.json +49 -0
d6_evaluation_results.json
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{
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"experiment": "D6_Focal_Loss",
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"model": "SE_Residual_DeepSupervision_V2",
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"best_epoch": 34,
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"best_validation_dice": 0.8043040137723985,
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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": 0.9258600982083837,
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"Precision": 0.9392772184261486,
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"Recall": 0.9128208937766917,
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"Sensitivity": 0.9128208937766917,
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"FNR": 0.08717910622330824,
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"FPR": 0.01435779046232216,
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"HD95": 2.9511922918817692,
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"TP": 1732587,
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"TN": 7689261,
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"FP": 112009,
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"FN": 165471
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},
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"TC": {
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"Dice": 0.856219894330892,
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"Precision": 0.9487033372985703,
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"Recall": 0.7801661398403735,
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"Sensitivity": 0.7801661398403735,
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"FNR": 0.2198338601596265,
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"FPR": 0.0038153645518602106,
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"HD95": 4.705635705608647,
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"TP": 627646,
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"TN": 8860888,
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"FP": 33937,
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"FN": 176857
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},
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"ET": {
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"Dice": 0.8356269131082364,
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"Precision": 0.9016653590139455,
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"Recall": 0.7786017134364892,
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"Sensitivity": 0.7786017134364892,
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"FNR": 0.2213982865635108,
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"FPR": 0.004204065715564381,
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"HD95": 2.741481172256424,
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"TP": 356257,
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"TN": 9202915,
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"FP": 38853,
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"FN": 101303
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}
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}
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}
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