Results epoch 11

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 10,
-    "next_epoch": 11,
+    "last_completed_epoch": 11,
+    "next_epoch": 12,
     "best_epoch": 10,
     "best_validation_dice": 0.7282565685837289,
     "config": {
@@ -439,6 +439,47 @@
             "val_iou_edema": 0.6329616099688302,
             "val_iou_enhancing": 0.6980728571775742,
             "epoch_seconds": 992.075114
+        },
+        {
+            "epoch": 11,
+            "learning_rate": 9.045084971874735e-05,
+            "train_loss": 0.5443732402458483,
+            "val_loss": 0.5981570707785117,
+            "train_dice": 0.782025012185111,
+            "val_dice": 0.716998969296959,
+            "train_dice_macro_all": 0.8304562743421682,
+            "val_dice_macro_all": 0.7812525696066807,
+            "train_tumor_dice": 0.9203969787719868,
+            "val_tumor_dice": 0.9074395507255136,
+            "train_iou": 0.6440364089788257,
+            "val_iou": 0.5681861686778026,
+            "train_tumor_iou": 0.8525327927714257,
+            "val_tumor_iou": 0.830562328453403,
+            "train_precision": 0.9339583261558323,
+            "val_precision": 0.9456946228400449,
+            "train_recall": 0.9072238241571173,
+            "val_recall": 0.8721591236563381,
+            "train_fnr": 0.09277617584288264,
+            "val_fnr": 0.12784087634366192,
+            "train_fpr": 0.019914627234592627,
+            "val_fpr": 0.014797713384816745,
+            "train_TP": 16563580,
+            "train_TN": 57641664,
+            "train_FP": 1171237,
+            "train_FN": 1693855,
+            "val_TP": 3858766,
+            "val_TN": 14752688,
+            "val_FP": 221585,
+            "val_FN": 565617,
+            "val_dice_background": 0.9740133705358455,
+            "val_dice_ncr_net": 0.576493011370607,
+            "val_dice_edema": 0.7633342114728934,
+            "val_dice_enhancing": 0.8111696850473767,
+            "val_iou_background": 0.9493431420685732,
+            "val_iou_ncr_net": 0.4049808086475758,
+            "val_iou_edema": 0.6172518222421592,
+            "val_iou_enhancing": 0.6823258751436727,
+            "epoch_seconds": 981.080357
         }
     ]
 }