Results epoch 14

baseline_results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 13,
-    "next_epoch": 14,
-    "best_epoch": 10,
-    "best_validation_dice": 0.7282565685837289,
+    "last_completed_epoch": 14,
+    "next_epoch": 15,
+    "best_epoch": 14,
+    "best_validation_dice": 0.7537100942092255,
     "config": {
         "num_epochs": 50,
         "batch_size": 1,
@@ -562,6 +562,47 @@
             "val_iou_edema": 0.5662596429490966,
             "val_iou_enhancing": 0.6788500971413957,
             "epoch_seconds": 1000.036843
+        },
+        {
+            "epoch": 14,
+            "learning_rate": 8.422735529643442e-05,
+            "train_loss": 0.4962878638789767,
+            "val_loss": 0.5184249344307024,
+            "train_dice": 0.7977877203035293,
+            "val_dice": 0.7537100942092255,
+            "train_dice_macro_all": 0.842853238799405,
+            "val_dice_macro_all": 0.8100286521031627,
+            "train_tumor_dice": 0.9251329091184005,
+            "val_tumor_dice": 0.921963135061417,
+            "train_iou": 0.665366978204117,
+            "val_iou": 0.6118892059037988,
+            "train_tumor_iou": 0.8606951659108031,
+            "val_tumor_iou": 0.8552241254884567,
+            "train_precision": 0.9373371841838499,
+            "val_precision": 0.9439337286443611,
+            "train_recall": 0.9132423524870906,
+            "val_recall": 0.9009920338117795,
+            "train_fnr": 0.08675764751290936,
+            "val_fnr": 0.09900796618822048,
+            "train_fpr": 0.018202324845837805,
+            "val_fpr": 0.014840483763002642,
+            "train_TP": 16165049,
+            "train_TN": 58288949,
+            "train_FP": 1080665,
+            "train_FN": 1535673,
+            "val_TP": 3794573,
+            "val_TN": 14961722,
+            "val_FP": 225384,
+            "val_FN": 416977,
+            "val_dice_background": 0.9789843257849744,
+            "val_dice_ncr_net": 0.6350110416787209,
+            "val_dice_edema": 0.7994196603041422,
+            "val_dice_enhancing": 0.8266995806448132,
+            "val_iou_background": 0.958833787285033,
+            "val_iou_ncr_net": 0.4652133175199338,
+            "val_iou_edema": 0.6658610289309408,
+            "val_iou_enhancing": 0.7045932712605218,
+            "epoch_seconds": 973.494053
         }
     ]
 }