RepositoryBoundaryLoss / d5_evaluation_results.json
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Upload D5 final evaluation results
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{
"experiment": "D5_Focal_Loss",
"model": "SE_Residual_DeepSupervision_V2",
"best_epoch": 4,
"best_validation_dice": 0.014945099595175745,
"validation_patients": 37,
"test_used": false,
"metrics": {
"WT": {
"Dice": 0.08534098831037212,
"Precision": 0.05478276271921548,
"Recall": 0.19299502352163603,
"Sensitivity": 0.19299502352163603,
"FNR": 0.807004976478364,
"FPR": 0.8966534443879122,
"HD95": 32.16256169303521,
"TP": 397122,
"TN": 789738,
"FP": 6851910,
"FN": 1660558
},
"TC": {
"Dice": 0.03021301069722668,
"Precision": 0.01774983613200992,
"Recall": 0.10143944002372304,
"Sensitivity": 0.10143944002372304,
"FNR": 0.8985605599762769,
"FPR": 0.5414028183337178,
"HD95": 44.10755583654074,
"TP": 86546,
"TN": 4056819,
"FP": 4789330,
"FN": 766633
},
"ET": {
"Dice": 0.0,
"Precision": 0.0,
"Recall": 0.0,
"Sensitivity": 0.0,
"FNR": 1.0,
"FPR": 0.0,
"HD95": 0.0,
"TP": 0,
"TN": 9225252,
"FP": 0,
"FN": 474076
}
}
}