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 |