Results epoch 43

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 42,
-    "next_epoch": 43,
+    "last_completed_epoch": 43,
+    "next_epoch": 44,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1751,6 +1751,47 @@
             "val_iou_edema": 0.6840126203234291,
             "val_iou_enhancing": 0.726225315431142,
             "epoch_seconds": 407.916967
+        },
+        {
+            "epoch": 43,
+            "learning_rate": 6.184665997806817e-06,
+            "train_loss": 0.3666244974854041,
+            "val_loss": 0.5080252287758363,
+            "train_dice": 0.8550942067406081,
+            "val_dice": 0.7558847603802484,
+            "train_dice_macro_all": 0.8868065698565719,
+            "val_dice_macro_all": 0.8113736544350878,
+            "train_tumor_dice": 0.9414878345601865,
+            "val_tumor_dice": 0.9212394840499385,
+            "train_iou": 0.747184676424296,
+            "val_iou": 0.6168978923064009,
+            "train_tumor_iou": 0.8894445102281813,
+            "val_tumor_iou": 0.8539796094025608,
+            "train_precision": 0.9475974030073484,
+            "val_precision": 0.9402789156512469,
+            "train_recall": 0.9354565434617864,
+            "val_recall": 0.9029557973100498,
+            "train_fnr": 0.06454345653821356,
+            "val_fnr": 0.0970442026899502,
+            "train_fpr": 0.016098750709315796,
+            "val_fpr": 0.01655691501817753,
+            "train_TP": 17111242,
+            "train_TN": 57832214,
+            "train_FP": 946260,
+            "train_FN": 1180620,
+            "val_TP": 3924003,
+            "val_TN": 14803695,
+            "val_FP": 249230,
+            "val_FN": 421728,
+            "val_dice_background": 0.9778403365996058,
+            "val_dice_ncr_net": 0.6196524954709863,
+            "val_dice_edema": 0.8109331159001258,
+            "val_dice_enhancing": 0.8370686697696329,
+            "val_iou_background": 0.956641483334069,
+            "val_iou_ncr_net": 0.44891050509952346,
+            "val_iou_edema": 0.6819911703402655,
+            "val_iou_enhancing": 0.7197920014794137,
+            "epoch_seconds": 411.974565
         }
     ]
 }