Results epoch 34

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 33,
-    "next_epoch": 34,
+    "last_completed_epoch": 34,
+    "next_epoch": 35,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1382,6 +1382,47 @@
             "val_iou_edema": 0.695960330601248,
             "val_iou_enhancing": 0.7324870824824894,
             "epoch_seconds": 419.59165
+        },
+        {
+            "epoch": 34,
+            "learning_rate": 2.591231629491422e-05,
+            "train_loss": 0.3908182843303194,
+            "val_loss": 0.5183775577996228,
+            "train_dice": 0.8419490730940632,
+            "val_dice": 0.742096811274828,
+            "train_dice_macro_all": 0.8768285485536167,
+            "val_dice_macro_all": 0.8005790890057537,
+            "train_tumor_dice": 0.9388013815012975,
+            "val_tumor_dice": 0.9085439164134176,
+            "train_iou": 0.7276281579573425,
+            "val_iou": 0.5996194125567438,
+            "train_tumor_iou": 0.8846613302507285,
+            "val_tumor_iou": 0.8324145424412261,
+            "train_precision": 0.947220840779513,
+            "val_precision": 0.9419895715868718,
+            "train_recall": 0.9305302778220104,
+            "val_recall": 0.8773918258340919,
+            "train_fnr": 0.06946972217798965,
+            "val_fnr": 0.12260817416590804,
+            "train_fpr": 0.015884012994765568,
+            "val_fpr": 0.01480458517621163,
+            "train_TP": 16818086,
+            "train_TN": 58059574,
+            "train_FP": 937104,
+            "train_FN": 1255572,
+            "val_TP": 3660498,
+            "val_TN": 15001210,
+            "val_FP": 225424,
+            "val_FN": 511524,
+            "val_dice_background": 0.9760259221985306,
+            "val_dice_ncr_net": 0.601737095705714,
+            "val_dice_edema": 0.7948594074515444,
+            "val_dice_enhancing": 0.8296939306672259,
+            "val_iou_background": 0.9531744439215822,
+            "val_iou_ncr_net": 0.4303461772873216,
+            "val_iou_edema": 0.6595574096219692,
+            "val_iou_enhancing": 0.7089546507609406,
+            "epoch_seconds": 415.523215
         }
     ]
 }