Logistic

SMOTE_Logistic

FW_SMOTE_Logistic

Borderline-SMOTE_ Logistic

ADASYN_Logistic

训练集

测试集

训练集

测试集

训练集

测试集

训练集

测试集

训练集

测试集

准确率

74.47%

73.00%

73.12%

68.30%

72.50%

68.90%

72.05%

68.40%

70.17%

67.50%

高风险样本召回率

40.55%

40.97%

77.11%

72.42%

77.01%

75.45%

77.07%

74.81%

73.72%

75.00%

F_score (β = 1)

0.4763

0.5779

0.5927

0.5873

0.5807

F_score (β = 2)

0.4340

0.6576

0.6802

0.6743

0.6717