Results epoch 17

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 16,
-    "next_epoch": 17,
+    "last_completed_epoch": 17,
+    "next_epoch": 18,
     "best_epoch": 14,
     "best_validation_dice": 0.7537100942092255,
     "config": {
@@ -685,6 +685,47 @@
             "val_iou_edema": 0.6565976662782463,
             "val_iou_enhancing": 0.6938075263865345,
             "epoch_seconds": 386.416787
+        },
+        {
+            "epoch": 17,
+            "learning_rate": 7.679133974894982e-05,
+            "train_loss": 0.4802666048512978,
+            "val_loss": 0.5328712723142391,
+            "train_dice": 0.8083530930571533,
+            "val_dice": 0.745227646226641,
+            "train_dice_macro_all": 0.8504553199819385,
+            "val_dice_macro_all": 0.8033607230782966,
+            "train_tumor_dice": 0.9233184382389176,
+            "val_tumor_dice": 0.9236076881784837,
+            "train_iou": 0.6796447255205517,
+            "val_iou": 0.6002428477320235,
+            "train_tumor_iou": 0.8575594410000713,
+            "val_tumor_iou": 0.8580586074751091,
+            "train_precision": 0.934084525675926,
+            "val_precision": 0.9372882952442644,
+            "train_recall": 0.9127976988751234,
+            "val_recall": 0.9103206986310753,
+            "train_fnr": 0.08720230112487659,
+            "val_fnr": 0.08967930136892466,
+            "train_fpr": 0.019814361196968597,
+            "val_fpr": 0.018067512793501918,
+            "train_TP": 16549580,
+            "train_TN": 57771872,
+            "train_FP": 1167853,
+            "train_FN": 1581031,
+            "val_TP": 4039945,
+            "val_TN": 14690417,
+            "val_FP": 270303,
+            "val_FN": 397991,
+            "val_dice_background": 0.9777599536332635,
+            "val_dice_ncr_net": 0.637431274112001,
+            "val_dice_edema": 0.7696659467029209,
+            "val_dice_enhancing": 0.8285857178650012,
+            "val_iou_background": 0.9564876245148437,
+            "val_iou_ncr_net": 0.46781587012910547,
+            "val_iou_edema": 0.6255747734855841,
+            "val_iou_enhancing": 0.707337899581381,
+            "epoch_seconds": 320.585456
         }
     ]
 }