Update E5 training history epoch 4

e5_training_history.json

@@ -127,44 +127,44 @@
     },
     {
         "epoch": 4,
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-        "val_loss": 1.5227557710699133,
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-        "foreground_iou": 0.6082242414760196,
-        "foreground_precision": 0.750780538576492,
-        "foreground_recall": 0.7778232186575503,
-        "tumor_dice": 0.8790794121759532,
-        "tumor_iou": 0.7842477172111181,
-        "tumor_precision": 0.8103757448015889,
-        "tumor_recall": 0.9605115994834424,
-        "tumor_sensitivity": 0.9605115994834424,
-        "tumor_fnr": 0.03948840051655751,
-        "tumor_fpr": 0.06141124221828294,
-        "tumor_tp": 1999278,
-        "tumor_tn": 7150034,
-        "tumor_fp": 467822,
-        "tumor_fn": 82194,
+        "train_loss": 1.6449706874737122,
+        "val_loss": 1.5425659675855894,
+        "foreground_dice": 0.7499922430638876,
+        "foreground_iou": 0.6024969929838073,
+        "foreground_precision": 0.7428392925500221,
+        "foreground_recall": 0.7739597368865718,
+        "tumor_dice": 0.8740467928064913,
+        "tumor_iou": 0.7762727502549542,
+        "tumor_precision": 0.8143990581952351,
+        "tumor_recall": 0.9431224068611652,
+        "tumor_sensitivity": 0.9431224068611652,
+        "tumor_fnr": 0.05687759313883475,
+        "tumor_fpr": 0.05285629194256934,
+        "tumor_tp": 1805539,
+        "tumor_tn": 7373420,
+        "tumor_fp": 411481,
+        "tumor_fn": 108888,
         "class_dice": [
-            0.684507317986628,
-            0.7698216361237099,
-            0.808494923393086
+            0.6835064276627444,
+            0.7631279183252645,
+            0.8033423832036541
         ],
         "class_iou": [
-            0.5203429310902621,
-            0.6257805036482703,
-            0.6785492896895263
+            0.5191870602522363,
+            0.6169820870174244,
+            0.6713218316817613
         ],
         "class_precision": [
-            0.752031595320551,
-            0.6574396653585031,
-            0.8428703550504215
+            0.7698246990737497,
+            0.6665665263766716,
+            0.792126652199645
         ],
         "class_recall": [
-            0.6281098672220776,
-            0.928546250900192,
-            0.7768135378503814
+            0.6145937631100545,
+            0.8924051644017513,
+            0.8148802831479098
         ],
         "learning_rate": 9.842915805643155e-05,
-        "epoch_time_seconds": 428.6436822414398
+        "epoch_time_seconds": 608.9879457950592
     }
 ]