Results epoch 49

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 48,
-    "next_epoch": 49,
+    "last_completed_epoch": 49,
+    "next_epoch": 50,
     "best_epoch": 45,
     "best_validation_dice": 0.7721250271246268,
     "config": {
@@ -1997,6 +1997,47 @@
             "val_iou_edema": 0.6714518339856002,
             "val_iou_enhancing": 0.7162285948195484,
             "epoch_seconds": 404.774959
+        },
+        {
+            "epoch": 49,
+            "learning_rate": 3.942649342761114e-07,
+            "train_loss": 0.3664380493162035,
+            "val_loss": 0.526881071260652,
+            "train_dice": 0.8568749936889968,
+            "val_dice": 0.7452219926225561,
+            "train_dice_macro_all": 0.8882734225057038,
+            "val_dice_macro_all": 0.8030847008260377,
+            "train_tumor_dice": 0.9411686446330634,
+            "val_tumor_dice": 0.9131940033187257,
+            "train_iou": 0.7497707335268361,
+            "val_iou": 0.6044740755976473,
+            "train_tumor_iou": 0.8888749278745174,
+            "val_tumor_iou": 0.8402548441095292,
+            "train_precision": 0.9495773526721666,
+            "val_precision": 0.9540586185572882,
+            "train_recall": 0.9329075512071296,
+            "val_recall": 0.8756862637101043,
+            "train_fnr": 0.06709244879287037,
+            "val_fnr": 0.12431373628989571,
+            "train_fpr": 0.014931908352686627,
+            "val_fpr": 0.011954523860880013,
+            "train_TP": 16652814,
+            "train_TN": 58335626,
+            "train_FP": 884266,
+            "train_FN": 1197630,
+            "val_TP": 3752137,
+            "val_TN": 14933181,
+            "val_FP": 180679,
+            "val_FN": 532659,
+            "val_dice_background": 0.9766728254364824,
+            "val_dice_ncr_net": 0.5996636420815638,
+            "val_dice_edema": 0.7967345317008945,
+            "val_dice_enhancing": 0.8392678040852101,
+            "val_iou_background": 0.9544091564392054,
+            "val_iou_ncr_net": 0.4282282886469849,
+            "val_iou_edema": 0.6621436022984444,
+            "val_iou_enhancing": 0.7230503358475129,
+            "epoch_seconds": 405.025252
         }
     ]
 }