Results epoch 15

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 14,
-    "next_epoch": 15,
+    "last_completed_epoch": 15,
+    "next_epoch": 16,
     "best_epoch": 14,
     "best_validation_dice": 0.7537100942092255,
     "config": {
@@ -603,6 +603,47 @@
             "val_iou_edema": 0.6658610289309408,
             "val_iou_enhancing": 0.7045932712605218,
             "epoch_seconds": 973.494053
+        },
+        {
+            "epoch": 15,
+            "learning_rate": 8.187119948743447e-05,
+            "train_loss": 0.4996099436566943,
+            "val_loss": 0.5290971744704891,
+            "train_dice": 0.7978243964984215,
+            "val_dice": 0.7409531019205051,
+            "train_dice_macro_all": 0.8425911600676275,
+            "val_dice_macro_all": 0.800078635822031,
+            "train_tumor_dice": 0.9243115069932417,
+            "val_tumor_dice": 0.9114398381002078,
+            "train_iou": 0.6650210904026302,
+            "val_iou": 0.5944329030021795,
+            "train_tumor_iou": 0.8592743280255899,
+            "val_tumor_iou": 0.8372893570802112,
+            "train_precision": 0.9352806328503581,
+            "val_precision": 0.9395964963511296,
+            "train_recall": 0.9135966939556786,
+            "val_recall": 0.884921608822809,
+            "train_fnr": 0.08640330604432148,
+            "val_fnr": 0.11507839117719097,
+            "train_fpr": 0.01959798359490936,
+            "val_fpr": 0.015030789334271436,
+            "train_TP": 16662277,
+            "train_TN": 57679233,
+            "train_FP": 1152993,
+            "train_FN": 1575833,
+            "val_TP": 3587666,
+            "val_TN": 15113798,
+            "val_FP": 230639,
+            "val_FN": 466553,
+            "val_dice_background": 0.9774552375266081,
+            "val_dice_ncr_net": 0.6341273277108649,
+            "val_dice_edema": 0.7707179434819732,
+            "val_dice_enhancing": 0.8180140345686774,
+            "val_iou_background": 0.9559045954744136,
+            "val_iou_ncr_net": 0.4642653305656221,
+            "val_iou_edema": 0.6269659102200285,
+            "val_iou_enhancing": 0.6920674682208879,
+            "epoch_seconds": 404.476281
         }
     ]
 }