Results epoch 10

baseline_results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 9,
-    "next_epoch": 10,
-    "best_epoch": 8,
-    "best_validation_dice": 0.7268497585989708,
+    "last_completed_epoch": 10,
+    "next_epoch": 11,
+    "best_epoch": 10,
+    "best_validation_dice": 0.7282565685837289,
     "config": {
         "num_epochs": 50,
         "batch_size": 1,
@@ -398,6 +398,47 @@
             "val_iou_edema": 0.5883349752907064,
             "val_iou_enhancing": 0.6790873053128119,
             "epoch_seconds": 1005.616751
+        },
+        {
+            "epoch": 10,
+            "learning_rate": 9.221639627510075e-05,
+            "train_loss": 0.5637714163888068,
+            "val_loss": 0.5963051979606216,
+            "train_dice": 0.7786067227875232,
+            "val_dice": 0.7282565685837289,
+            "train_dice_macro_all": 0.8277590529734781,
+            "val_dice_macro_all": 0.7898663546129028,
+            "train_tumor_dice": 0.9188630044467375,
+            "val_tumor_dice": 0.9088925402750302,
+            "train_iou": 0.6402956206963788,
+            "val_iou": 0.5822691051387157,
+            "train_tumor_iou": 0.8499043213080663,
+            "val_tumor_iou": 0.8330000241260659,
+            "train_precision": 0.9324511355674387,
+            "val_precision": 0.94826861838345,
+            "train_recall": 0.9056652108391919,
+            "val_recall": 0.8726562057053703,
+            "train_fnr": 0.09433478916080805,
+            "val_fnr": 0.1273437942946297,
+            "train_fpr": 0.020423583050335068,
+            "val_fpr": 0.013931992212381785,
+            "train_TP": 16570163,
+            "train_TN": 57573832,
+            "train_FP": 1200380,
+            "train_FN": 1725961,
+            "val_TP": 3832494,
+            "val_TN": 14797823,
+            "val_FP": 209076,
+            "val_FN": 559263,
+            "val_dice_background": 0.9746957127004245,
+            "val_dice_ncr_net": 0.5873440061770796,
+            "val_dice_edema": 0.7752314642362133,
+            "val_dice_enhancing": 0.8221942353378939,
+            "val_iou_background": 0.9506404340389109,
+            "val_iou_ncr_net": 0.4157728482697427,
+            "val_iou_edema": 0.6329616099688302,
+            "val_iou_enhancing": 0.6980728571775742,
+            "epoch_seconds": 992.075114
         }
     ]
 }