Results epoch 30

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 29,
-    "next_epoch": 30,
+    "last_completed_epoch": 30,
+    "next_epoch": 31,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1218,6 +1218,47 @@
             "val_iou_edema": 0.6695040540927714,
             "val_iou_enhancing": 0.723307547263709,
             "epoch_seconds": 396.226756
+        },
+        {
+            "epoch": 30,
+            "learning_rate": 3.756550564175724e-05,
+            "train_loss": 0.4122007822706586,
+            "val_loss": 0.513313352860309,
+            "train_dice": 0.830244554781118,
+            "val_dice": 0.7467538140140767,
+            "train_dice_macro_all": 0.8679722647033657,
+            "val_dice_macro_all": 0.8045591065432226,
+            "train_tumor_dice": 0.9365918674192587,
+            "val_tumor_dice": 0.9215488850120422,
+            "train_iou": 0.7101840808004706,
+            "val_iou": 0.6042488469858293,
+            "train_tumor_iou": 0.8807454435638767,
+            "val_tumor_iou": 0.8545115046984142,
+            "train_precision": 0.9442733429536406,
+            "val_precision": 0.9454377886855181,
+            "train_recall": 0.9290343579917537,
+            "val_recall": 0.8988374578760829,
+            "train_fnr": 0.07096564200824632,
+            "val_fnr": 0.10116254212391702,
+            "train_fpr": 0.01646679066092304,
+            "val_fpr": 0.015037868461124152,
+            "train_TP": 16537670,
+            "train_TN": 58293435,
+            "train_FP": 975977,
+            "train_FN": 1263254,
+            "val_TP": 3918712,
+            "val_TN": 14812747,
+            "val_FP": 226153,
+            "val_FN": 441044,
+            "val_dice_background": 0.9779749841306604,
+            "val_dice_ncr_net": 0.6193927687293919,
+            "val_dice_edema": 0.7850094912008855,
+            "val_dice_enhancing": 0.8358591821119528,
+            "val_iou_background": 0.9568992626846712,
+            "val_iou_ncr_net": 0.44863792880423264,
+            "val_iou_edema": 0.6461033938255054,
+            "val_iou_enhancing": 0.71800521832775,
+            "epoch_seconds": 422.104724
         }
     ]
 }