[ { "accuracy": 0.35, "balanced_accuracy": 0.30476190476190473, "macro_f1": 0.3249128919860627, "macro_precision": 0.3907407407407408, "macro_recall": 0.30476190476190473, "f1_CN": 0.43902439024390244, "recall_CN": 0.42857142857142855, "precision_CN": 0.45, "f1_VMD": 0.25, "recall_VMD": 0.2857142857142857, "precision_VMD": 0.2222222222222222, "f1_AD": 0.2857142857142857, "recall_AD": 0.2, "precision_AD": 0.5, "macro_auc": 0.517980849559797 }, { "accuracy": 0.6, "balanced_accuracy": 0.49999999999999994, "macro_f1": 0.5044677544677545, "macro_precision": 0.5233918128654971, "macro_recall": 0.49999999999999994, "f1_CN": 0.717948717948718, "recall_CN": 0.7, "precision_CN": 0.7368421052631579, "f1_VMD": 0.5454545454545454, "recall_VMD": 0.6, "precision_VMD": 0.5, "f1_AD": 0.25, "recall_AD": 0.2, "precision_AD": 0.3333333333333333, "macro_auc": 0.7601428571428571 }, { "accuracy": 0.55, "balanced_accuracy": 0.5327485380116959, "macro_f1": 0.5425019425019425, "macro_precision": 0.5555555555555555, "macro_recall": 0.5327485380116959, "f1_CN": 0.6153846153846154, "recall_CN": 0.631578947368421, "precision_CN": 0.6, "f1_VMD": 0.4666666666666667, "recall_VMD": 0.4666666666666667, "precision_VMD": 0.4666666666666667, "f1_AD": 0.5454545454545454, "recall_AD": 0.5, "precision_AD": 0.6, "macro_auc": 0.6122231067865742 }, { "accuracy": 0.6153846153846154, "balanced_accuracy": 0.5598611914401388, "macro_f1": 0.5705128205128206, "macro_precision": 0.591941391941392, "macro_recall": 0.5598611914401388, "f1_CN": 0.75, "recall_CN": 0.7894736842105263, "precision_CN": 0.7142857142857143, "f1_VMD": 0.46153846153846156, "recall_VMD": 0.46153846153846156, "precision_VMD": 0.46153846153846156, "f1_AD": 0.5, "recall_AD": 0.42857142857142855, "precision_AD": 0.6, "macro_auc": 0.7644772063294331 }, { "accuracy": 0.5641025641025641, "balanced_accuracy": 0.5166763061499904, "macro_f1": 0.5150793650793651, "macro_precision": 0.5165945165945166, "macro_recall": 0.5166763061499904, "f1_CN": 0.7, "recall_CN": 0.7368421052631579, "precision_CN": 0.6666666666666666, "f1_VMD": 0.4166666666666667, "recall_VMD": 0.38461538461538464, "precision_VMD": 0.45454545454545453, "f1_AD": 0.42857142857142855, "recall_AD": 0.42857142857142855, "precision_AD": 0.42857142857142855, "macro_auc": 0.6967543674274443 }, { "accuracy": 0.6, "balanced_accuracy": 0.546031746031746, "macro_f1": 0.5323565323565324, "macro_precision": 0.5330687830687831, "macro_recall": 0.546031746031746, "f1_CN": 0.717948717948718, "recall_CN": 0.6666666666666666, "precision_CN": 0.7777777777777778, "f1_VMD": 0.5714285714285714, "recall_VMD": 0.5714285714285714, "precision_VMD": 0.5714285714285714, "f1_AD": 0.3076923076923077, "recall_AD": 0.4, "precision_AD": 0.25, "macro_auc": 0.7073414304993252 }, { "accuracy": 0.525, "balanced_accuracy": 0.4833333333333334, "macro_f1": 0.4924283889801131, "macro_precision": 0.5064935064935064, "macro_recall": 0.4833333333333334, "f1_CN": 0.6190476190476191, "recall_CN": 0.65, "precision_CN": 0.5909090909090909, "f1_VMD": 0.41379310344827586, "recall_VMD": 0.4, "precision_VMD": 0.42857142857142855, "f1_AD": 0.4444444444444444, "recall_AD": 0.4, "precision_AD": 0.5, "macro_auc": 0.7314126984126984 }, { "accuracy": 0.5, "balanced_accuracy": 0.41228070175438597, "macro_f1": 0.4074074074074074, "macro_precision": 0.42948717948717946, "macro_recall": 0.41228070175438597, "f1_CN": 0.6222222222222222, "recall_CN": 0.7368421052631579, "precision_CN": 0.5384615384615384, "f1_VMD": 0.4, "recall_VMD": 0.3333333333333333, "precision_VMD": 0.5, "f1_AD": 0.2, "recall_AD": 0.16666666666666666, "precision_AD": 0.25, "macro_auc": 0.5394328959654038 }, { "accuracy": 0.46153846153846156, "balanced_accuracy": 0.3863504916136495, "macro_f1": 0.3837606837606838, "macro_precision": 0.3853479853479853, "macro_recall": 0.3863504916136495, "f1_CN": 0.6, "recall_CN": 0.631578947368421, "precision_CN": 0.5714285714285714, "f1_VMD": 0.38461538461538464, "recall_VMD": 0.38461538461538464, "precision_VMD": 0.38461538461538464, "f1_AD": 0.16666666666666666, "recall_AD": 0.14285714285714285, "precision_AD": 0.2, "macro_auc": 0.6527524432382732 }, { "accuracy": 0.5128205128205128, "balanced_accuracy": 0.5035666088297667, "macro_f1": 0.4883040935672514, "macro_precision": 0.4798865851497431, "macro_recall": 0.5035666088297667, "f1_CN": 0.631578947368421, "recall_CN": 0.631578947368421, "precision_CN": 0.631578947368421, "f1_VMD": 0.3333333333333333, "recall_VMD": 0.3076923076923077, "precision_VMD": 0.36363636363636365, "f1_AD": 0.5, "recall_AD": 0.5714285714285714, "precision_AD": 0.4444444444444444, "macro_auc": 0.6208195229197254 }, { "accuracy": 0.45, "balanced_accuracy": 0.42698412698412697, "macro_f1": 0.4140878278809313, "macro_precision": 0.41005291005291006, "macro_recall": 0.42698412698412697, "f1_CN": 0.5641025641025641, "recall_CN": 0.5238095238095238, "precision_CN": 0.6111111111111112, "f1_VMD": 0.3448275862068966, "recall_VMD": 0.35714285714285715, "precision_VMD": 0.3333333333333333, "f1_AD": 0.3333333333333333, "recall_AD": 0.4, "precision_AD": 0.2857142857142857, "macro_auc": 0.6170381080907398 }, { "accuracy": 0.55, "balanced_accuracy": 0.44999999999999996, "macro_f1": 0.44949494949494956, "macro_precision": 0.4583333333333333, "macro_recall": 0.44999999999999996, "f1_CN": 0.6818181818181818, "recall_CN": 0.75, "precision_CN": 0.625, "f1_VMD": 0.4444444444444444, "recall_VMD": 0.4, "precision_VMD": 0.5, "f1_AD": 0.2222222222222222, "recall_AD": 0.2, "precision_AD": 0.25, "macro_auc": 0.6896984126984127 }, { "accuracy": 0.5, "balanced_accuracy": 0.4502923976608187, "macro_f1": 0.45834051105368934, "macro_precision": 0.4861111111111111, "macro_recall": 0.4502923976608187, "f1_CN": 0.6046511627906976, "recall_CN": 0.6842105263157895, "precision_CN": 0.5416666666666666, "f1_VMD": 0.37037037037037035, "recall_VMD": 0.3333333333333333, "precision_VMD": 0.4166666666666667, "f1_AD": 0.4, "recall_AD": 0.3333333333333333, "precision_AD": 0.5, "macro_auc": 0.6279762150474225 }, { "accuracy": 0.5128205128205128, "balanced_accuracy": 0.5116637748216696, "macro_f1": 0.5213675213675214, "macro_precision": 0.5337606837606838, "macro_recall": 0.5116637748216696, "f1_CN": 0.5641025641025641, "recall_CN": 0.5789473684210527, "precision_CN": 0.55, "f1_VMD": 0.38461538461538464, "recall_VMD": 0.38461538461538464, "precision_VMD": 0.38461538461538464, "f1_AD": 0.6153846153846154, "recall_AD": 0.5714285714285714, "precision_AD": 0.6666666666666666, "macro_auc": 0.752893513369222 }, { "accuracy": 0.5641025641025641, "balanced_accuracy": 0.5085791401580876, "macro_f1": 0.5094017094017094, "macro_precision": 0.5494505494505494, "macro_recall": 0.5085791401580876, "f1_CN": 0.6666666666666666, "recall_CN": 0.7894736842105263, "precision_CN": 0.5769230769230769, "f1_VMD": 0.4, "recall_VMD": 0.3076923076923077, "precision_VMD": 0.5714285714285714, "f1_AD": 0.46153846153846156, "recall_AD": 0.42857142857142855, "precision_AD": 0.5, "macro_auc": 0.7080861361984844 } ]