RepositoryDice_CE_FNawareLoss / d6_evaluation_results.json
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{
"experiment": "D6_Focal_Loss",
"model": "SE_Residual_DeepSupervision_V2",
"best_epoch": 34,
"best_validation_dice": 0.8043040137723985,
"validation_patients": 37,
"test_used": false,
"metrics": {
"WT": {
"Dice": 0.9258600982083837,
"Precision": 0.9392772184261486,
"Recall": 0.9128208937766917,
"Sensitivity": 0.9128208937766917,
"FNR": 0.08717910622330824,
"FPR": 0.01435779046232216,
"HD95": 2.9511922918817692,
"TP": 1732587,
"TN": 7689261,
"FP": 112009,
"FN": 165471
},
"TC": {
"Dice": 0.856219894330892,
"Precision": 0.9487033372985703,
"Recall": 0.7801661398403735,
"Sensitivity": 0.7801661398403735,
"FNR": 0.2198338601596265,
"FPR": 0.0038153645518602106,
"HD95": 4.705635705608647,
"TP": 627646,
"TN": 8860888,
"FP": 33937,
"FN": 176857
},
"ET": {
"Dice": 0.8356269131082364,
"Precision": 0.9016653590139455,
"Recall": 0.7786017134364892,
"Sensitivity": 0.7786017134364892,
"FNR": 0.2213982865635108,
"FPR": 0.004204065715564381,
"HD95": 2.741481172256424,
"TP": 356257,
"TN": 9202915,
"FP": 38853,
"FN": 101303
}
}
}