Results epoch 39

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 38,
-    "next_epoch": 39,
+    "last_completed_epoch": 39,
+    "next_epoch": 40,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1587,6 +1587,47 @@
             "val_iou_edema": 0.6769291436678131,
             "val_iou_enhancing": 0.7149997709103683,
             "epoch_seconds": 405.759038
+        },
+        {
+            "epoch": 39,
+            "learning_rate": 1.3551568628929426e-05,
+            "train_loss": 0.37662214017948326,
+            "val_loss": 0.5107626018894685,
+            "train_dice": 0.8472752186819421,
+            "val_dice": 0.7487292090416466,
+            "train_dice_macro_all": 0.8808079959078039,
+            "val_dice_macro_all": 0.80576716445698,
+            "train_tumor_dice": 0.9381185593106263,
+            "val_tumor_dice": 0.9162642033609161,
+            "train_iou": 0.7352730999827468,
+            "val_iou": 0.6092944832843515,
+            "train_tumor_iou": 0.8834494354676727,
+            "val_tumor_iou": 0.8454682462298134,
+            "train_precision": 0.9450180870674003,
+            "val_precision": 0.9286625375872125,
+            "train_recall": 0.9313190475269263,
+            "val_recall": 0.904192561479804,
+            "train_fnr": 0.0686809524730737,
+            "val_fnr": 0.09580743852019608,
+            "train_fpr": 0.016435994424463703,
+            "val_fpr": 0.019504802466096975,
+            "train_TP": 16705080,
+            "train_TN": 58161410,
+            "train_FP": 971915,
+            "train_FN": 1231931,
+            "val_TP": 3845625,
+            "val_TN": 14850141,
+            "val_FP": 295411,
+            "val_FN": 407479,
+            "val_dice_background": 0.9768810307029806,
+            "val_dice_ncr_net": 0.6003241940542414,
+            "val_dice_edema": 0.8059484932948406,
+            "val_dice_enhancing": 0.8399149397758577,
+            "val_iou_background": 0.9548068797651081,
+            "val_iou_ncr_net": 0.4289023154534013,
+            "val_iou_edema": 0.674969621301143,
+            "val_iou_enhancing": 0.7240115130985103,
+            "epoch_seconds": 394.770935
         }
     ]
 }