Results epoch 18

baseline_results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 17,
-    "next_epoch": 18,
-    "best_epoch": 14,
-    "best_validation_dice": 0.7537100942092255,
+    "last_completed_epoch": 18,
+    "next_epoch": 19,
+    "best_epoch": 18,
+    "best_validation_dice": 0.7567167023976262,
     "config": {
         "num_epochs": 50,
         "batch_size": 1,
@@ -726,6 +726,47 @@
             "val_iou_edema": 0.6255747734855841,
             "val_iou_enhancing": 0.707337899581381,
             "epoch_seconds": 320.585456
+        },
+        {
+            "epoch": 18,
+            "learning_rate": 7.408768370508575e-05,
+            "train_loss": 0.46922252692130145,
+            "val_loss": 0.528469485205573,
+            "train_dice": 0.811812039474267,
+            "val_dice": 0.7567167023976262,
+            "train_dice_macro_all": 0.8533543869906369,
+            "val_dice_macro_all": 0.8117111303776637,
+            "train_tumor_dice": 0.9280938665537859,
+            "val_tumor_dice": 0.9197411949933699,
+            "train_iou": 0.6842092621366218,
+            "val_iou": 0.6164000397342536,
+            "train_tumor_iou": 0.8658350181931816,
+            "val_tumor_iou": 0.851408191010047,
+            "train_precision": 0.9404748904699689,
+            "val_precision": 0.9438168544735139,
+            "train_recall": 0.91603459066036,
+            "val_recall": 0.8968632663997603,
+            "train_fnr": 0.08396540933964,
+            "val_fnr": 0.10313673360023964,
+            "train_fpr": 0.018060191153081336,
+            "val_fpr": 0.016016964026567878,
+            "train_TP": 16768277,
+            "train_TN": 57703740,
+            "train_FP": 1061308,
+            "train_FN": 1537011,
+            "val_TP": 4015012,
+            "val_TN": 14682925,
+            "val_FP": 239004,
+            "val_FN": 461715,
+            "val_dice_background": 0.976694414317776,
+            "val_dice_ncr_net": 0.6342294786478156,
+            "val_dice_edema": 0.7992935287655252,
+            "val_dice_enhancing": 0.8366270997795379,
+            "val_iou_background": 0.9544503889975613,
+            "val_iou_ncr_net": 0.46437484828702796,
+            "val_iou_edema": 0.6656860339427941,
+            "val_iou_enhancing": 0.7191392369729387,
+            "epoch_seconds": 342.655921
         }
     ]
 }