Results epoch 31

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 30,
-    "next_epoch": 31,
+    "last_completed_epoch": 31,
+    "next_epoch": 32,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1259,6 +1259,47 @@
             "val_iou_edema": 0.6461033938255054,
             "val_iou_enhancing": 0.71800521832775,
             "epoch_seconds": 422.104724
+        },
+        {
+            "epoch": 31,
+            "learning_rate": 3.454915028125263e-05,
+            "train_loss": 0.3949449156873486,
+            "val_loss": 0.4995030186869003,
+            "train_dice": 0.8367930043921431,
+            "val_dice": 0.7585597507349991,
+            "train_dice_macro_all": 0.8728419185954224,
+            "val_dice_macro_all": 0.8134064451481483,
+            "train_tumor_dice": 0.9347819476041902,
+            "val_tumor_dice": 0.9170341234313508,
+            "train_iou": 0.71987642908889,
+            "val_iou": 0.6165236163143141,
+            "train_tumor_iou": 0.8775498551697913,
+            "val_tumor_iou": 0.846780257136957,
+            "train_precision": 0.9440234651802227,
+            "val_precision": 0.9343752860801109,
+            "train_recall": 0.9257196155613577,
+            "val_recall": 0.9003249051446166,
+            "train_fnr": 0.07428038443864225,
+            "val_fnr": 0.09967509485538335,
+            "train_fpr": 0.01620389883344754,
+            "val_fpr": 0.01720508516867335,
+            "train_TP": 16260976,
+            "train_TN": 58540362,
+            "train_FP": 964206,
+            "train_FN": 1304792,
+            "val_TP": 3735638,
+            "val_TN": 14987077,
+            "val_FP": 262368,
+            "val_FN": 413573,
+            "val_dice_background": 0.9779465283875955,
+            "val_dice_ncr_net": 0.6547250805055617,
+            "val_dice_edema": 0.8014609961675465,
+            "val_dice_enhancing": 0.8194931755318896,
+            "val_iou_background": 0.9568447792117714,
+            "val_iou_ncr_net": 0.4866849675244157,
+            "val_iou_edema": 0.668698301519426,
+            "val_iou_enhancing": 0.6941875798991003,
+            "epoch_seconds": 408.304645
         }
     ]
 }