Results epoch 28

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 27,
-    "next_epoch": 28,
+    "last_completed_epoch": 28,
+    "next_epoch": 29,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1136,6 +1136,47 @@
             "val_iou_edema": 0.6836076494564621,
             "val_iou_enhancing": 0.7254687516843505,
             "epoch_seconds": 398.215421
+        },
+        {
+            "epoch": 28,
+            "learning_rate": 4.3733338321784775e-05,
+            "train_loss": 0.4093265107192961,
+            "val_loss": 0.5044958434394888,
+            "train_dice": 0.8315305513768787,
+            "val_dice": 0.7576048258277587,
+            "train_dice_macro_all": 0.8688806352140818,
+            "val_dice_macro_all": 0.8131886105918295,
+            "train_tumor_dice": 0.9374552738976322,
+            "val_tumor_dice": 0.9308005769762969,
+            "train_iou": 0.7124014039228569,
+            "val_iou": 0.6159143753895662,
+            "train_tumor_iou": 0.8822737065727205,
+            "val_tumor_iou": 0.8705584355292548,
+            "train_precision": 0.9461397042545233,
+            "val_precision": 0.9396609853940566,
+            "train_recall": 0.9289288188743964,
+            "val_recall": 0.9221057037543519,
+            "train_fnr": 0.07107118112560364,
+            "val_fnr": 0.07789429624564817,
+            "train_fpr": 0.016316270800300323,
+            "val_fpr": 0.017374072396557843,
+            "train_TP": 16881246,
+            "train_TN": 57936539,
+            "train_FP": 960988,
+            "train_FN": 1291563,
+            "val_TP": 4057941,
+            "val_TN": 14737348,
+            "val_FP": 260575,
+            "val_FN": 342792,
+            "val_dice_background": 0.9799399648840419,
+            "val_dice_ncr_net": 0.6496912184088898,
+            "val_dice_edema": 0.7928001882326597,
+            "val_dice_enhancing": 0.8303230708417263,
+            "val_iou_background": 0.9606689127592815,
+            "val_iou_ncr_net": 0.48114270399940573,
+            "val_iou_edema": 0.6567265671388737,
+            "val_iou_enhancing": 0.7098738550304192,
+            "epoch_seconds": 403.976027
         }
     ]
 }