Results epoch 27

baseline_results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 26,
-    "next_epoch": 27,
-    "best_epoch": 22,
-    "best_validation_dice": 0.762200769842023,
+    "last_completed_epoch": 27,
+    "next_epoch": 28,
+    "best_epoch": 27,
+    "best_validation_dice": 0.7684480141350359,
     "config": {
         "num_epochs": 50,
         "batch_size": 1,
@@ -1095,6 +1095,47 @@
             "val_iou_edema": 0.6757089420965844,
             "val_iou_enhancing": 0.7255950038842983,
             "epoch_seconds": 402.196121
+        },
+        {
+            "epoch": 27,
+            "learning_rate": 4.6860474023534314e-05,
+            "train_loss": 0.41743962791095784,
+            "val_loss": 0.4849878940227869,
+            "train_dice": 0.8324431548791124,
+            "val_dice": 0.7684480141350359,
+            "train_dice_macro_all": 0.8692775122752195,
+            "val_dice_macro_all": 0.8213813822003162,
+            "train_tumor_dice": 0.9339004116877625,
+            "val_tumor_dice": 0.9240111150305481,
+            "train_iou": 0.7135956956438773,
+            "val_iou": 0.6310561093863974,
+            "train_tumor_iou": 0.8759973476457654,
+            "val_tumor_iou": 0.8587552603359667,
+            "train_precision": 0.944602098756454,
+            "val_precision": 0.9451024083825149,
+            "train_recall": 0.9234384935968886,
+            "val_recall": 0.9038406363236368,
+            "train_fnr": 0.07656150640311149,
+            "val_fnr": 0.09615936367636323,
+            "train_fpr": 0.016812120816000514,
+            "val_fpr": 0.014080164661601098,
+            "train_TP": 16859706,
+            "train_TN": 57824038,
+            "train_FP": 988768,
+            "train_FN": 1397824,
+            "val_TP": 3707839,
+            "val_TN": 15080966,
+            "val_FP": 215375,
+            "val_FN": 394476,
+            "val_dice_background": 0.9801814863961572,
+            "val_dice_ncr_net": 0.6523745843573804,
+            "val_dice_edema": 0.8120747725007769,
+            "val_dice_enhancing": 0.8408946855469505,
+            "val_iou_background": 0.9611332539280778,
+            "val_iou_ncr_net": 0.4840919270183795,
+            "val_iou_edema": 0.6836076494564621,
+            "val_iou_enhancing": 0.7254687516843505,
+            "epoch_seconds": 398.215421
         }
     ]
 }