Results epoch 36

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 35,
-    "next_epoch": 36,
+    "last_completed_epoch": 36,
+    "next_epoch": 37,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1464,6 +1464,47 @@
             "val_iou_edema": 0.6802422539007732,
             "val_iou_enhancing": 0.7076485710463968,
             "epoch_seconds": 402.02266
+        },
+        {
+            "epoch": 36,
+            "learning_rate": 2.061073738537634e-05,
+            "train_loss": 0.3732450509912708,
+            "val_loss": 0.49849453246271286,
+            "train_dice": 0.847925945779653,
+            "val_dice": 0.7538638976643656,
+            "train_dice_macro_all": 0.8815349648124757,
+            "val_dice_macro_all": 0.8097111418599641,
+            "train_tumor_dice": 0.9401284254808429,
+            "val_tumor_dice": 0.9151142811982891,
+            "train_iou": 0.736413962657552,
+            "val_iou": 0.6123258803557355,
+            "train_tumor_iou": 0.8870210769709157,
+            "val_tumor_iou": 0.8435121463383816,
+            "train_precision": 0.9468656125685492,
+            "val_precision": 0.9515437932248407,
+            "train_recall": 0.9334864346108305,
+            "val_recall": 0.8813712979259835,
+            "train_fnr": 0.0665135653891695,
+            "val_fnr": 0.11862870207401657,
+            "train_fpr": 0.015574493450475409,
+            "val_fpr": 0.012617299657085978,
+            "train_TP": 16488001,
+            "train_TN": 58482276,
+            "train_FP": 925242,
+            "train_FN": 1174817,
+            "val_TP": 3751705,
+            "val_TN": 14950937,
+            "val_FP": 191051,
+            "val_FN": 504963,
+            "val_dice_background": 0.9772528744467592,
+            "val_dice_ncr_net": 0.6335594572791641,
+            "val_dice_edema": 0.7982820842460961,
+            "val_dice_enhancing": 0.8297501514678368,
+            "val_iou_background": 0.9555175957283947,
+            "val_iou_ncr_net": 0.463656805745554,
+            "val_iou_edema": 0.6642840834617081,
+            "val_iou_enhancing": 0.7090367518599443,
+            "epoch_seconds": 409.855501
         }
     ]
 }