Results epoch 40

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 39,
-    "next_epoch": 40,
+    "last_completed_epoch": 40,
+    "next_epoch": 41,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1628,6 +1628,47 @@
             "val_iou_edema": 0.674969621301143,
             "val_iou_enhancing": 0.7240115130985103,
             "epoch_seconds": 394.770935
+        },
+        {
+            "epoch": 40,
+            "learning_rate": 1.1474337861210536e-05,
+            "train_loss": 0.38017259629405276,
+            "val_loss": 0.5161081103456987,
+            "train_dice": 0.845788565488938,
+            "val_dice": 0.743655563595205,
+            "train_dice_macro_all": 0.8798247059020744,
+            "val_dice_macro_all": 0.8022887756991095,
+            "train_tumor_dice": 0.9393159182954158,
+            "val_tumor_dice": 0.9229299444182117,
+            "train_iou": 0.7331385493099232,
+            "val_iou": 0.6047839803583832,
+            "train_tumor_iou": 0.8855755775893965,
+            "val_tumor_iou": 0.8568894285336747,
+            "train_precision": 0.9475866439763193,
+            "val_precision": 0.9508206588576552,
+            "train_recall": 0.9311883204606957,
+            "val_recall": 0.8966288548123329,
+            "train_fnr": 0.06881167953930432,
+            "val_fnr": 0.10337114518766714,
+            "train_fpr": 0.015508612088714688,
+            "val_fpr": 0.013623065401131337,
+            "train_TP": 16608335,
+            "train_TN": 58316053,
+            "train_FP": 918648,
+            "train_FN": 1227300,
+            "val_TP": 3949226,
+            "val_TN": 14789863,
+            "val_FP": 204266,
+            "val_FN": 455301,
+            "val_dice_background": 0.9781884120108232,
+            "val_dice_ncr_net": 0.5812217898281421,
+            "val_dice_edema": 0.8068308524237877,
+            "val_dice_enhancing": 0.842914048533685,
+            "val_iou_background": 0.9573080042435222,
+            "val_iou_ncr_net": 0.40966360045643657,
+            "val_iou_edema": 0.676208276138193,
+            "val_iou_enhancing": 0.72848006448052,
+            "epoch_seconds": 407.309057
         }
     ]
 }