Results epoch 35

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 34,
-    "next_epoch": 35,
+    "last_completed_epoch": 35,
+    "next_epoch": 36,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1423,6 +1423,47 @@
             "val_iou_edema": 0.6595574096219692,
             "val_iou_enhancing": 0.7089546507609406,
             "epoch_seconds": 415.523215
+        },
+        {
+            "epoch": 35,
+            "learning_rate": 2.3208660251050148e-05,
+            "train_loss": 0.3928673782823037,
+            "val_loss": 0.5306622823952017,
+            "train_dice": 0.8372637757383883,
+            "val_dice": 0.7402523425113877,
+            "train_dice_macro_all": 0.8733613955304924,
+            "val_dice_macro_all": 0.7990520949251816,
+            "train_tumor_dice": 0.938196864262101,
+            "val_tumor_dice": 0.9137747649452093,
+            "train_iou": 0.7206098940783113,
+            "val_iou": 0.599529817542868,
+            "train_tumor_iou": 0.8835883344892385,
+            "val_tumor_iou": 0.8412387555138297,
+            "train_precision": 0.945712891988213,
+            "val_precision": 0.9489587648913953,
+            "train_recall": 0.9307993614183365,
+            "val_recall": 0.8811064850681891,
+            "train_fnr": 0.06920063858166349,
+            "val_fnr": 0.11889351493181086,
+            "train_fpr": 0.016024407877642848,
+            "val_fpr": 0.014142131608676172,
+            "train_TP": 16550805,
+            "train_TN": 58338983,
+            "train_FP": 950072,
+            "train_FN": 1230476,
+            "val_TP": 3928267,
+            "val_TN": 14729034,
+            "val_FP": 211288,
+            "val_FN": 530067,
+            "val_dice_background": 0.9754513521665629,
+            "val_dice_ncr_net": 0.5822627450293071,
+            "val_dice_edema": 0.8096954499525936,
+            "val_dice_enhancing": 0.8287988325522628,
+            "val_iou_background": 0.9520790976878474,
+            "val_iou_ncr_net": 0.41069862768143417,
+            "val_iou_edema": 0.6802422539007732,
+            "val_iou_enhancing": 0.7076485710463968,
+            "epoch_seconds": 402.02266
         }
     ]
 }