Results epoch 44

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 43,
-    "next_epoch": 44,
+    "last_completed_epoch": 44,
+    "next_epoch": 45,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1792,6 +1792,47 @@
             "val_iou_edema": 0.6819911703402655,
             "val_iou_enhancing": 0.7197920014794137,
             "epoch_seconds": 411.974565
+        },
+        {
+            "epoch": 44,
+            "learning_rate": 4.75864737669903e-06,
+            "train_loss": 0.3664982634387454,
+            "val_loss": 0.5176238808277491,
+            "train_dice": 0.8534293831286456,
+            "val_dice": 0.7539884222363135,
+            "train_dice_macro_all": 0.885682913262764,
+            "val_dice_macro_all": 0.8097146714222196,
+            "train_tumor_dice": 0.9406339029425818,
+            "val_tumor_dice": 0.9200764824508587,
+            "train_iou": 0.744624181163875,
+            "val_iou": 0.6135651065661504,
+            "train_tumor_iou": 0.8879214707317549,
+            "val_tumor_iou": 0.8519830038880426,
+            "train_precision": 0.9473956338830755,
+            "val_precision": 0.9403627750877619,
+            "train_recall": 0.9339680073579678,
+            "val_recall": 0.9006469723431361,
+            "train_fnr": 0.06603199264203215,
+            "val_fnr": 0.09935302765686391,
+            "train_fpr": 0.01547846985678863,
+            "val_fpr": 0.016975561883294542,
+            "train_TP": 16545954,
+            "train_TN": 58435857,
+            "train_FP": 918718,
+            "train_FN": 1169807,
+            "val_TP": 4002830,
+            "val_TN": 14700405,
+            "val_FP": 253857,
+            "val_FN": 441564,
+            "val_dice_background": 0.9768934189799381,
+            "val_dice_ncr_net": 0.6245007356991152,
+            "val_dice_edema": 0.8045921068892655,
+            "val_dice_enhancing": 0.8328724241205594,
+            "val_iou_background": 0.9548305495268653,
+            "val_iou_ncr_net": 0.4540174988872319,
+            "val_iou_edema": 0.6730690934251122,
+            "val_iou_enhancing": 0.7136087273861068,
+            "epoch_seconds": 405.509559
         }
     ]
 }