Multimodel Integrated Enterprise Credit Evaluation Method Based on Attention Mechanism

Table 5

AUC value of stacking model.

Classifier	Raw	Subset 1	Subset 2	Subset 3	Subset 4
NN-XGB	0.9299	0.9176	0.9287	0.9191	0.9203
NN-ATT-XGB	0.9299	0.9217	0.9318	0.9128	0.9194
CNN-XGB	0.9299	0.9275	0.9267	0.9188	0.9232
NN-LGB	0.9266	0.9195	0.9167	0.9128	0.9225
NN-ATT-LGB	0.9266	0.9127	0.9173	0.9208	0.9229
CNN-LGB	0.9266	0.9215	0.9161	0.9292	0.9228