模型 | 准确率 | 定兵类召回率 | F1分数 | ROC_AUC |
逻辑回归 | 0.898032200358 | 0.68 | 0.24 | 0.858949297495 |
kNN | 0.843768634466 | 0.75 | 0.19 | 0.842638973732 |
决策树 | 0.966607036374 | 0.55 | 0.44 | 0.748533903482 |
SVM | 0.855694692904 | 0.80 | 0.21 | 0.873457544288 |
随机森林 | 0.955277280859 | 0.57 | 0.38 | 0.922755039707 |
GBDT | 0.976744186047 | 0.45 | 0.48 | 0.919525045816 |
VotingClassifier | 0.916267942584 | 1.0 | 0.24 | 0.983856749311 |