Results epoch 50

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 49,
-    "next_epoch": 50,
+    "last_completed_epoch": 50,
+    "next_epoch": 51,
     "best_epoch": 45,
     "best_validation_dice": 0.7721250271246268,
     "config": {
@@ -2038,6 +2038,47 @@
             "val_iou_edema": 0.6621436022984444,
             "val_iou_enhancing": 0.7230503358475129,
             "epoch_seconds": 405.025252
+        },
+        {
+            "epoch": 50,
+            "learning_rate": 9.866357858642197e-08,
+            "train_loss": 0.36364655353787806,
+            "val_loss": 0.5276142757486653,
+            "train_dice": 0.8514134287796914,
+            "val_dice": 0.742611601566435,
+            "train_dice_macro_all": 0.8842941998756771,
+            "val_dice_macro_all": 0.8009209097502001,
+            "train_tumor_dice": 0.9416478916955967,
+            "val_tumor_dice": 0.9132108024857264,
+            "train_iou": 0.7415579527857906,
+            "val_iou": 0.6018988616019074,
+            "train_tumor_iou": 0.8897302554668884,
+            "val_tumor_iou": 0.8402832900570236,
+            "train_precision": 0.9468437015217853,
+            "val_precision": 0.934226406336831,
+            "train_recall": 0.9365087947251839,
+            "val_recall": 0.8931198975078207,
+            "train_fnr": 0.06349120527481612,
+            "val_fnr": 0.10688010249217923,
+            "train_fpr": 0.015483661371013853,
+            "val_fpr": 0.018004043322218884,
+            "train_TP": 16420350,
+            "train_TN": 58614911,
+            "train_FP": 921847,
+            "train_FN": 1113228,
+            "val_TP": 3856481,
+            "val_TN": 14809155,
+            "val_FP": 271513,
+            "val_FN": 461507,
+            "val_dice_background": 0.9758488343014952,
+            "val_dice_ncr_net": 0.5898585374927169,
+            "val_dice_edema": 0.8050325621468211,
+            "val_dice_enhancing": 0.8329437050597673,
+            "val_iou_background": 0.952836716868778,
+            "val_iou_ncr_net": 0.4182974213409248,
+            "val_iou_edema": 0.673685773055962,
+            "val_iou_enhancing": 0.7137133904088354,
+            "epoch_seconds": 416.356897
         }
     ]
 }