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@@ -848,3 +848,25 @@ results_fold_2_var_1_bet_zscore/figures/standard_4class/fold_2/epoch_060_2.png f
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results_fold_2_var_4_bet_zscore/inference/standard_4class/metrics/test_metrics.json

@@ -0,0 +1,61 @@
+{
+  "config": {
+    "variant": 4,
+    "preprocessing": "standard",
+    "class_scenario": "4class",
+    "fold_id": 2,
+    "num_classes": 4,
+    "class_names": [
+      "Background",
+      "Ventricles",
+      "Normal_WMH",
+      "Abnormal_WMH"
+    ],
+    "model_name": "best_dice_generator.h5",
+    "test_samples": 300
+  },
+  "metrics": {
+    "dice": {
+      "class_0": 0.9979289932236821,
+      "class_1": 0.902595911824609,
+      "class_2": 0.653585743688856,
+      "class_3": 0.8291947464527972,
+      "mean": 0.8458263487974861
+    },
+    "precision": {
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+      "class_1": 0.8890615748956573,
+      "class_2": 0.6553606343671101,
+      "class_3": 0.8391692097221415,
+      "mean": 0.845394399139992
+    },
+    "recall": {
+      "class_0": 0.9978718154252197,
+      "class_1": 0.9165486898204351,
+      "class_2": 0.6518204407933994,
+      "class_3": 0.8194546131801993,
+      "mean": 0.8464238898048134
+    },
+    "iou": {
+      "class_0": 0.9958665468568333,
+      "class_1": 0.8224827313385704,
+      "class_2": 0.4854269335200937,
+      "class_3": 0.708226021313601,
+      "mean": 0.7530005582572745
+    },
+    "specificity": {
+      "class_0": 0.8778936427898891,
+      "class_1": 0.9990522271257429,
+      "class_2": 0.9991134697276142,
+      "class_3": 0.9991434394587044,
+      "mean": 0.9688006947754877
+    },
+    "hd95": {
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+      "class_1": 3.0,
+      "class_2": 4.58257569495584,
+      "class_3": 4.242640687119285,
+      "mean": 4.72407104848515
+    }
+  }
+}