model_name

score1

score2

score3

score4

Use_time

SVM

93.85 ± 3.47

92.31 ± 7.10

0.89

0.90

0.14

LR

94.36 ± 1.77

100.00 ± 0.00

0.89

0.91

0.19

KNN

93.08 ± 4.52

92.31 ± 7.10

0.89

0.90

0.07

RF

80.00 ± 9.67

84.62 ± 13.02

0.63

0.65

0.10

DT

82.31 ± 12.75

84.62 ± 13.02

0.76

0.76

0.09

GBDT

83.85 ± 10.24

84.62 ± 13.02

0.77

0.78

3.47

ERF

79.23 ± 8.85

84.62 ± 13.02

0.66

0.68

0.18

AB

83.08 ± 10.06

84.62 ± 13.02

0.72

0.73

2.05

LGBM

80.00 ± 12.77

84.62 ± 13.02

0.74

0.75

1.19

BNB

73.85 ± 8.85

84.62 ± 13.02

0.60

0.63

0.10

MLP

96.92 ± 0.67

100.00 ± 0.00

0.91

0.91

0.91

XGB

78.46 ± 11.67

84.62 ± 13.02

0.62

0.64

0.46