Results epoch 21

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 20,
-    "next_epoch": 21,
+    "last_completed_epoch": 21,
+    "next_epoch": 22,
     "best_epoch": 18,
     "best_validation_dice": 0.7567167023976262,
     "config": {
@@ -849,6 +849,47 @@
             "val_iou_edema": 0.6708640495940258,
             "val_iou_enhancing": 0.7173366451813625,
             "epoch_seconds": 353.599613
+        },
+        {
+            "epoch": 21,
+            "learning_rate": 6.545084971874736e-05,
+            "train_loss": 0.45226293918835064,
+            "val_loss": 0.5629714880440686,
+            "train_dice": 0.8141598121668684,
+            "val_dice": 0.7194576695471017,
+            "train_dice_macro_all": 0.8553031801098238,
+            "val_dice_macro_all": 0.7838814297382299,
+            "train_tumor_dice": 0.9275522728397418,
+            "val_tumor_dice": 0.9168331185933051,
+            "train_iou": 0.6877666015505145,
+            "val_iou": 0.5672915503946835,
+            "train_tumor_iou": 0.8648927582660033,
+            "val_tumor_iou": 0.8464375474651014,
+            "train_precision": 0.9360287466543852,
+            "val_precision": 0.9461034330487249,
+            "train_recall": 0.9192279434638442,
+            "val_recall": 0.8893195692969056,
+            "train_fnr": 0.08077205653615581,
+            "val_fnr": 0.1106804307030944,
+            "train_fpr": 0.018658028428450987,
+            "val_fpr": 0.014471179718835577,
+            "train_TP": 16222566,
+            "train_TN": 58313599,
+            "train_FP": 1108703,
+            "train_FN": 1425468,
+            "val_TP": 3832946,
+            "val_TN": 14870329,
+            "val_FP": 218351,
+            "val_FN": 477030,
+            "val_dice_background": 0.9771527103116144,
+            "val_dice_ncr_net": 0.6247406546326856,
+            "val_dice_edema": 0.7237159343127838,
+            "val_dice_enhancing": 0.8099164196958356,
+            "val_iou_background": 0.9553260981991827,
+            "val_iou_ncr_net": 0.4542711574636312,
+            "val_iou_edema": 0.5670492594633298,
+            "val_iou_enhancing": 0.6805542342570892,
+            "epoch_seconds": 341.261144
         }
     ]
 }