Results epoch 26

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 25,
-    "next_epoch": 26,
+    "last_completed_epoch": 26,
+    "next_epoch": 27,
     "best_epoch": 22,
     "best_validation_dice": 0.762200769842023,
     "config": {
@@ -1054,6 +1054,47 @@
             "val_iou_edema": 0.6329740576210823,
             "val_iou_enhancing": 0.7097843615294133,
             "epoch_seconds": 375.909597
+        },
+        {
+            "epoch": 26,
+            "learning_rate": 4.999999999999998e-05,
+            "train_loss": 0.4166927910885032,
+            "val_loss": 0.5099255819175694,
+            "train_dice": 0.8340207469212638,
+            "val_dice": 0.7427146910862937,
+            "train_dice_macro_all": 0.8704803514463223,
+            "val_dice_macro_all": 0.8014332860000659,
+            "train_tumor_dice": 0.933672497396359,
+            "val_tumor_dice": 0.9193062509041838,
+            "train_iou": 0.7156860580110652,
+            "val_iou": 0.6034795503840579,
+            "train_tumor_iou": 0.8755963764571583,
+            "val_tumor_iou": 0.8506630594220976,
+            "train_precision": 0.9422213485191276,
+            "val_precision": 0.9302095204635756,
+            "train_recall": 0.9252773802790248,
+            "val_recall": 0.9086556211736097,
+            "train_fnr": 0.0747226197209752,
+            "val_fnr": 0.09134437882639038,
+            "train_fpr": 0.017433758793089196,
+            "val_fpr": 0.019218153930393094,
+            "train_TP": 16761087,
+            "train_TN": 57927855,
+            "train_FP": 1027819,
+            "train_FN": 1353575,
+            "val_TP": 3876264,
+            "val_TN": 14841900,
+            "val_FP": 290823,
+            "val_FN": 389669,
+            "val_dice_background": 0.9775890707413827,
+            "val_dice_ncr_net": 0.5806892750137148,
+            "val_dice_edema": 0.8064753074017288,
+            "val_dice_enhancing": 0.8409794908434375,
+            "val_iou_background": 0.9561606226669188,
+            "val_iou_ncr_net": 0.4091347051712908,
+            "val_iou_edema": 0.6757089420965844,
+            "val_iou_enhancing": 0.7255950038842983,
+            "epoch_seconds": 402.196121
         }
     ]
 }