模型 | 全特征准确率 | 自适应选择特征 | 递归特征消除选择 | ||
准确率 | 选择结果 | 准确率 | 选择结果 | ||
SVM | 0.9892 | 0.9945 | x5, x8, x21 | 0.9945 | x5, x21 |
RT | 0.9836 | 1 | x5, x8, x21 | 0.9945 | x5, x12, x21 |
LR | 0.9945 | 0.9945 | x5, x21 | 0.9945 | x5, x21 |
GBDT | 0.9890 | 0.9945 | x5, x21 | 0.9945 | x5, x8, x17, x21 |
MLP | 0.9782 | 1 | x5, x8, x13, x21 x5, x8, x16, x21 | 不适宜 | 不适宜 |