Results epoch 37

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 36,
-    "next_epoch": 37,
+    "last_completed_epoch": 37,
+    "next_epoch": 38,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1505,6 +1505,47 @@
             "val_iou_edema": 0.6642840834617081,
             "val_iou_enhancing": 0.7090367518599443,
             "epoch_seconds": 409.855501
+        },
+        {
+            "epoch": 37,
+            "learning_rate": 1.8128800512565503e-05,
+            "train_loss": 0.3869444746397385,
+            "val_loss": 0.5136496117590247,
+            "train_dice": 0.8447240324195612,
+            "val_dice": 0.7502936326578192,
+            "train_dice_macro_all": 0.8789214957413147,
+            "val_dice_macro_all": 0.8069792683885508,
+            "train_tumor_dice": 0.9383843585543419,
+            "val_tumor_dice": 0.9141950163873264,
+            "train_iou": 0.7315973331074256,
+            "val_iou": 0.6084818171595565,
+            "train_tumor_iou": 0.8839209992012685,
+            "val_tumor_iou": 0.8419513910735894,
+            "train_precision": 0.94612170914702,
+            "val_precision": 0.9520782915850938,
+            "train_recall": 0.930772532993025,
+            "val_recall": 0.8792111316060448,
+            "train_fnr": 0.06922746700697503,
+            "val_fnr": 0.12078886839395515,
+            "train_fpr": 0.01607196979612084,
+            "val_fpr": 0.012447431997210595,
+            "train_TP": 16690587,
+            "train_TN": 58187894,
+            "train_FP": 950470,
+            "train_FN": 1241385,
+            "val_TP": 3744125,
+            "val_TN": 14951695,
+            "val_FP": 188456,
+            "val_FN": 514380,
+            "val_dice_background": 0.9770361755807462,
+            "val_dice_ncr_net": 0.6229416885531325,
+            "val_dice_edema": 0.7998319111240627,
+            "val_dice_enhancing": 0.8281072982962623,
+            "val_iou_background": 0.9551033499502476,
+            "val_iou_ncr_net": 0.45237132180598155,
+            "val_iou_edema": 0.6664332425911902,
+            "val_iou_enhancing": 0.7066408870814977,
+            "epoch_seconds": 399.819114
         }
     ]
 }