RepositoryTverskyLoss / d3_evaluation_results.json
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{
"experiment": "D3_Tversky_Loss",
"model": "SE_Residual_DeepSupervision_V2",
"best_epoch": 47,
"best_validation_dice": 0.8139625905804101,
"validation_patients": 37,
"test_used": false,
"metrics": {
"WT": {
"Dice": 0.9275238638785263,
"Precision": 0.925844316390281,
"Recall": 0.9292095160785292,
"Sensitivity": 0.9292095160785292,
"FNR": 0.07079048392147086,
"FPR": 0.019792564795113817,
"HD95": 3.122503037176548,
"TP": 1893322,
"TN": 7510120,
"FP": 151646,
"FN": 144240
},
"TC": {
"Dice": 0.8444597888871543,
"Precision": 0.8934366348571494,
"Recall": 0.8005735565171754,
"Sensitivity": 0.8005735565171754,
"FNR": 0.19942644348282462,
"FPR": 0.009508500729343294,
"HD95": 6.350049540298137,
"TP": 703207,
"TN": 8737075,
"FP": 83874,
"FN": 175172
},
"ET": {
"Dice": 0.8271404043501753,
"Precision": 0.8621076550082084,
"Recall": 0.7948991437089372,
"Sensitivity": 0.7948991437089372,
"FNR": 0.20510085629106278,
"FPR": 0.00689263216792824,
"HD95": 3.7890134000826095,
"TP": 396479,
"TN": 9137133,
"FP": 63416,
"FN": 102300
}
}
}