Results epoch 5

baseline_results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 4,
-    "next_epoch": 5,
-    "best_epoch": 4,
-    "best_validation_dice": 0.6893132332581254,
+    "last_completed_epoch": 5,
+    "next_epoch": 6,
+    "best_epoch": 5,
+    "best_validation_dice": 0.7076093040389085,
     "config": {
         "seed": 42,
         "num_epochs": 50,
@@ -194,6 +194,47 @@
             "val_iou_edema": 0.6246029899069164,
             "val_iou_enhancing": 0.6815434411666402,
             "epoch_seconds": 1123.635591
+        },
+        {
+            "epoch": 5,
+            "learning_rate": 9.842915805643155e-05,
+            "train_loss": 0.7168904750728283,
+            "val_loss": 0.6861799411677025,
+            "train_dice": 0.7335988793967267,
+            "val_dice": 0.7076093040389085,
+            "train_dice_macro_all": 0.7930888720630745,
+            "val_dice_macro_all": 0.7743039065330208,
+            "train_tumor_dice": 0.9034598278717139,
+            "val_tumor_dice": 0.9059527063722486,
+            "train_iou": 0.5840632443560584,
+            "val_iou": 0.5586740091673165,
+            "train_tumor_iou": 0.8239185857807465,
+            "val_tumor_iou": 0.8280745372242547,
+            "train_precision": 0.9119191306469733,
+            "val_precision": 0.9424868704670508,
+            "train_recall": 0.895156025922734,
+            "val_recall": 0.8721452357783746,
+            "train_fnr": 0.10484397407726598,
+            "val_fnr": 0.12785476422162542,
+            "train_fpr": 0.025778739981496487,
+            "val_fpr": 0.015216274053881595,
+            "train_TP": 15845215,
+            "train_TN": 57838806,
+            "train_FP": 1530465,
+            "train_FN": 1855850,
+            "val_TP": 3761647,
+            "val_TN": 14856013,
+            "val_FP": 229546,
+            "val_FN": 551450,
+            "val_dice_background": 0.9743877140153574,
+            "val_dice_ncr_net": 0.5514878122698971,
+            "val_dice_edema": 0.7615759896663711,
+            "val_dice_enhancing": 0.8097641101804576,
+            "val_iou_background": 0.9500546428028531,
+            "val_iou_ncr_net": 0.38072707771558917,
+            "val_iou_edema": 0.6149557690351982,
+            "val_iou_enhancing": 0.6803391807511617,
+            "epoch_seconds": 1182.283901
         }
     ]
 }