Results epoch 29

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 28,
-    "next_epoch": 29,
+    "last_completed_epoch": 29,
+    "next_epoch": 30,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1177,6 +1177,47 @@
             "val_iou_edema": 0.6567265671388737,
             "val_iou_enhancing": 0.7098738550304192,
             "epoch_seconds": 403.976027
+        },
+        {
+            "epoch": 29,
+            "learning_rate": 4.063093427071375e-05,
+            "train_loss": 0.40885400533878885,
+            "val_loss": 0.5116782826749054,
+            "train_dice": 0.8378154162328734,
+            "val_dice": 0.7431790025950608,
+            "train_dice_macro_all": 0.8734434027757904,
+            "val_dice_macro_all": 0.8017988912635479,
+            "train_tumor_dice": 0.9336427287513809,
+            "val_tumor_dice": 0.9153963261348363,
+            "train_iou": 0.7216028444966641,
+            "val_iou": 0.6030996293716524,
+            "train_tumor_iou": 0.8755440169298606,
+            "val_tumor_iou": 0.8439915410508163,
+            "train_precision": 0.9430279629057892,
+            "val_precision": 0.9454016199819005,
+            "train_recall": 0.9244424618368323,
+            "val_recall": 0.8872370673036908,
+            "train_fnr": 0.07555753816316774,
+            "val_fnr": 0.11276293269630921,
+            "train_fpr": 0.01677162899575385,
+            "val_fpr": 0.014078286462444542,
+            "train_TP": 16454364,
+            "train_TN": 58277033,
+            "train_FP": 994073,
+            "train_FN": 1344866,
+            "val_TP": 3709634,
+            "val_TN": 15003311,
+            "val_FP": 214237,
+            "val_FN": 471474,
+            "val_dice_background": 0.9776585572690092,
+            "val_dice_ncr_net": 0.5880565122636239,
+            "val_dice_edema": 0.8020394469261567,
+            "val_dice_enhancing": 0.8394410485954019,
+            "val_iou_background": 0.9562935790388973,
+            "val_iou_ncr_net": 0.4164872867584768,
+            "val_iou_edema": 0.6695040540927714,
+            "val_iou_enhancing": 0.723307547263709,
+            "epoch_seconds": 396.226756
         }
     ]
 }