Results epoch 7

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 6,
-    "next_epoch": 7,
+    "last_completed_epoch": 7,
+    "next_epoch": 8,
     "best_epoch": 6,
     "best_validation_dice": 0.7192258830870027,
     "config": {
@@ -275,6 +275,47 @@
             "val_iou_edema": 0.6314163929490597,
             "val_iou_enhancing": 0.6865139815216772,
             "epoch_seconds": 947.173775
+        },
+        {
+            "epoch": 7,
+            "learning_rate": 9.648882429441257e-05,
+            "train_loss": 0.6356957523392982,
+            "val_loss": 0.6467461581971194,
+            "train_dice": 0.7533550295690191,
+            "val_dice": 0.7044975427078493,
+            "train_dice_macro_all": 0.8084823353709694,
+            "val_dice_macro_all": 0.7723313596568699,
+            "train_tumor_dice": 0.9112639099105968,
+            "val_tumor_dice": 0.9147286405497197,
+            "train_iou": 0.6078083968214538,
+            "val_iou": 0.5541143391327359,
+            "train_tumor_iou": 0.8369924706324073,
+            "val_tumor_iou": 0.84285707218244,
+            "train_precision": 0.9206650542038374,
+            "val_precision": 0.9061338932549258,
+            "train_recall": 0.902052819861162,
+            "val_recall": 0.9234879927676389,
+            "train_fnr": 0.097947180138838,
+            "val_fnr": 0.07651200723236104,
+            "train_fpr": 0.023197960596039846,
+            "val_fpr": 0.026783403126454712,
+            "train_TP": 15979117,
+            "train_TN": 57979224,
+            "train_FP": 1376942,
+            "train_FN": 1735053,
+            "val_TP": 3918499,
+            "val_TN": 14749589,
+            "val_FP": 405916,
+            "val_FN": 324652,
+            "val_dice_background": 0.9758328105039321,
+            "val_dice_ncr_net": 0.5592217624048826,
+            "val_dice_edema": 0.7389287166065239,
+            "val_dice_enhancing": 0.8153421491121413,
+            "val_iou_background": 0.9528061634000223,
+            "val_iou_ncr_net": 0.3881386793697763,
+            "val_iou_edema": 0.5859531704013637,
+            "val_iou_enhancing": 0.6882511676270676,
+            "epoch_seconds": 970.800653
         }
     ]
 }