Results epoch 6

baseline_results.json

@@ -1,12 +1,11 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 5,
-    "next_epoch": 6,
-    "best_epoch": 5,
-    "best_validation_dice": 0.7076093040389085,
+    "last_completed_epoch": 6,
+    "next_epoch": 7,
+    "best_epoch": 6,
+    "best_validation_dice": 0.7192258830870027,
     "config": {
-        "seed": 42,
         "num_epochs": 50,
         "batch_size": 1,
         "num_classes": 4,
@@ -235,6 +234,47 @@
             "val_iou_edema": 0.6149557690351982,
             "val_iou_enhancing": 0.6803391807511617,
             "epoch_seconds": 1182.283901
+        },
+        {
+            "epoch": 6,
+            "learning_rate": 9.755282581475769e-05,
+            "train_loss": 0.6622535290361262,
+            "val_loss": 0.6643033583421964,
+            "train_dice": 0.7549750723641347,
+            "val_dice": 0.7192258830870027,
+            "train_dice_macro_all": 0.8096418235639653,
+            "val_dice_macro_all": 0.7823111028994287,
+            "train_tumor_dice": 0.9107850837305637,
+            "val_tumor_dice": 0.904989781055877,
+            "train_iou": 0.6095635472908616,
+            "val_iou": 0.5720092066136849,
+            "train_tumor_iou": 0.8361849164258645,
+            "val_tumor_iou": 0.8264669730009684,
+            "train_precision": 0.9194588074058261,
+            "val_precision": 0.9088469433555493,
+            "train_recall": 0.9022734780284902,
+            "val_recall": 0.9011652201237538,
+            "train_fnr": 0.09772652197150979,
+            "val_fnr": 0.0988347798762462,
+            "train_fpr": 0.023636735469990035,
+            "val_fpr": 0.027197694990336665,
+            "train_TP": 16008792,
+            "train_TN": 57925298,
+            "train_FP": 1402311,
+            "train_FN": 1733935,
+            "val_TP": 4043650,
+            "val_TN": 14505962,
+            "val_FP": 405559,
+            "val_FN": 443485,
+            "val_dice_background": 0.9715667623367066,
+            "val_dice_ncr_net": 0.5694843426501035,
+            "val_dice_edema": 0.7740714089646584,
+            "val_dice_enhancing": 0.8141218976462464,
+            "val_iou_background": 0.9447057200759154,
+            "val_iou_ncr_net": 0.39809724537031804,
+            "val_iou_edema": 0.6314163929490597,
+            "val_iou_enhancing": 0.6865139815216772,
+            "epoch_seconds": 947.173775
         }
     ]
 }