Multimodel Integrated Enterprise Credit Evaluation Method Based on Attention Mechanism

Table 6

AUC value of fusion model.

Classifier	Raw	Subset
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