Results epoch 41

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 40,
-    "next_epoch": 41,
+    "last_completed_epoch": 41,
+    "next_epoch": 42,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1669,6 +1669,47 @@
             "val_iou_edema": 0.676208276138193,
             "val_iou_enhancing": 0.72848006448052,
             "epoch_seconds": 407.309057
+        },
+        {
+            "epoch": 41,
+            "learning_rate": 9.549150281252626e-06,
+            "train_loss": 0.37488810895454316,
+            "val_loss": 0.5205868952781767,
+            "train_dice": 0.8494352822926867,
+            "val_dice": 0.7574214372022717,
+            "train_dice_macro_all": 0.8826350659077873,
+            "val_dice_macro_all": 0.8122989562578697,
+            "train_tumor_dice": 0.9404852890536417,
+            "val_tumor_dice": 0.915742126130845,
+            "train_iou": 0.7385860052314,
+            "val_iou": 0.617586423249828,
+            "train_tumor_iou": 0.8876566595414239,
+            "val_tumor_iou": 0.8445796412462615,
+            "train_precision": 0.948067391519072,
+            "val_precision": 0.9386514378991774,
+            "train_recall": 0.933023499062938,
+            "val_recall": 0.8939244491154498,
+            "train_fnr": 0.06697650093706202,
+            "val_fnr": 0.10607555088455019,
+            "train_fpr": 0.015415091362757186,
+            "val_fpr": 0.01649656791400023,
+            "train_TP": 16662876,
+            "train_TN": 58298578,
+            "train_FP": 912748,
+            "train_FN": 1196134,
+            "val_TP": 3818190,
+            "val_TN": 14877839,
+            "val_FP": 249550,
+            "val_FN": 453077,
+            "val_dice_background": 0.9769315134246637,
+            "val_dice_ncr_net": 0.6333231623628539,
+            "val_dice_edema": 0.7987393251444611,
+            "val_dice_enhancing": 0.8402018240995001,
+            "val_iou_background": 0.9549033385779347,
+            "val_iou_ncr_net": 0.46340374324175215,
+            "val_iou_edema": 0.6649175669057142,
+            "val_iou_enhancing": 0.7244379596020176,
+            "epoch_seconds": 398.02035
         }
     ]
 }