Results epoch 38

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 37,
-    "next_epoch": 38,
+    "last_completed_epoch": 38,
+    "next_epoch": 39,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1546,6 +1546,47 @@
             "val_iou_edema": 0.6664332425911902,
             "val_iou_enhancing": 0.7066408870814977,
             "epoch_seconds": 399.819114
+        },
+        {
+            "epoch": 38,
+            "learning_rate": 1.5772644703565555e-05,
+            "train_loss": 0.37529558518610034,
+            "val_loss": 0.5210076419485582,
+            "train_dice": 0.8497334035012248,
+            "val_dice": 0.74959564463565,
+            "train_dice_macro_all": 0.8829049686478364,
+            "val_dice_macro_all": 0.8062473063300217,
+            "train_tumor_dice": 0.9397766124288145,
+            "val_tumor_dice": 0.9168421000197743,
+            "train_iou": 0.7391417565845827,
+            "val_iou": 0.6094408728065729,
+            "train_tumor_iou": 0.8863949083237103,
+            "val_tumor_iou": 0.846452857922665,
+            "train_precision": 0.9496719291162169,
+            "val_precision": 0.946794603401704,
+            "train_recall": 0.9300853820996577,
+            "val_recall": 0.8887266176079885,
+            "train_fnr": 0.06991461790034222,
+            "val_fnr": 0.11127338239201143,
+            "train_fpr": 0.014582981185188032,
+            "val_fpr": 0.014879070792223656,
+            "train_TP": 16365854,
+            "train_TN": 58606947,
+            "train_FP": 867312,
+            "train_FN": 1230223,
+            "val_TP": 3957289,
+            "val_TN": 14723512,
+            "val_FP": 222381,
+            "val_FN": 495474,
+            "val_dice_background": 0.9762022914131364,
+            "val_dice_ncr_net": 0.6076240833894384,
+            "val_dice_edema": 0.8073437643134046,
+            "val_dice_enhancing": 0.8338190862041073,
+            "val_iou_background": 0.9535109164881581,
+            "val_iou_ncr_net": 0.43639370384153725,
+            "val_iou_edema": 0.6769291436678131,
+            "val_iou_enhancing": 0.7149997709103683,
+            "epoch_seconds": 405.759038
         }
     ]
 }