Results epoch 45

baseline_results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 44,
-    "next_epoch": 45,
-    "best_epoch": 27,
-    "best_validation_dice": 0.7684480141350359,
+    "last_completed_epoch": 45,
+    "next_epoch": 46,
+    "best_epoch": 45,
+    "best_validation_dice": 0.7721250271246268,
     "config": {
         "num_epochs": 50,
         "batch_size": 1,
@@ -1833,6 +1833,47 @@
             "val_iou_edema": 0.6730690934251122,
             "val_iou_enhancing": 0.7136087273861068,
             "epoch_seconds": 405.509559
+        },
+        {
+            "epoch": 45,
+            "learning_rate": 3.5111757055874303e-06,
+            "train_loss": 0.3746598991407018,
+            "val_loss": 0.476624794908472,
+            "train_dice": 0.84932605254679,
+            "val_dice": 0.7721250271246268,
+            "train_dice_macro_all": 0.8824622418971645,
+            "val_dice_macro_all": 0.8239281408112812,
+            "train_tumor_dice": 0.9395233504399889,
+            "val_tumor_dice": 0.9241284054564372,
+            "train_iou": 0.7384798154511153,
+            "val_iou": 0.6346612539007251,
+            "train_tumor_iou": 0.8859444013498974,
+            "val_tumor_iou": 0.8589578999420441,
+            "train_precision": 0.9468324232065657,
+            "val_precision": 0.9469938214247372,
+            "train_recall": 0.9323262580137129,
+            "val_recall": 0.9023411402697056,
+            "train_fnr": 0.06767374198628705,
+            "val_fnr": 0.09765885973029444,
+            "train_fpr": 0.015851784619549208,
+            "val_fpr": 0.014180152025839282,
+            "train_TP": 16700075,
+            "train_TN": 58220310,
+            "train_FP": 937761,
+            "train_FN": 1212190,
+            "val_TP": 3837129,
+            "val_TN": 14931465,
+            "val_FP": 214776,
+            "val_FN": 415286,
+            "val_dice_background": 0.9793374818712444,
+            "val_dice_ncr_net": 0.6698967303134118,
+            "val_dice_edema": 0.801320658082598,
+            "val_dice_enhancing": 0.8451576929778707,
+            "val_iou_background": 0.9595115569313988,
+            "val_iou_ncr_net": 0.503642646086615,
+            "val_iou_edema": 0.6685029349056847,
+            "val_iou_enhancing": 0.7318381807098756,
+            "epoch_seconds": 398.597907
         }
     ]
 }