研究文章

Multimodel集成企业信用评价方法基于注意机制

表6

融合模型的AUC值。

分类器 子集

Bayesian-stacking 0.9475 0.9645
Linear-stacking 0.9644 0.9644
Logistic-stacking 0.9673 0.9673
CNN-Bayesian-stacking 0.9489 0.9675
CNN-Linear-stacking 0.9489 0.9674
CNN-Logistic-stacking 0.9477 0.9727
NN-Bayesian-stacking 0.9489 0.9709
NN-Linear-stacking 0.9489 0.9658
NN-Logistic-stacking 0.9477 0.9775
NN-ATT-Bayesian-stacking 0.9489 0.9675
NN-ATT-Linear-stacking 0.9489 0.9675
NN-ATT-Logistic-stacking 0.9492 0.9711