Multimodel Integrated Enterprise Credit Evaluation Method Based on Attention Mechanism

Table 4

AUC value of base model.

Classifier	Raw	Subset 1	Subset 2	Subset 3	Subset 4
Logistic	0.8980	0.8992	0.8925	0.8956	0.8962
Linear	0.9034	0.8880	0.8855	0.8868	0.8869
Bayesian	0.8921	0.8942	0.8892	0.8908	0.8986
LGB	0.9266	0.9248	0.9155	0.9255	0.9231
XGB	0.9285	0.9304	0.9238	0.9294	0.9185
NN	0.9198	0.9109	0.9123	0.9114	0.9044
NN-ATT	0.9035	0.9101	0.9003	0.9017	0.9019
CNN	0.9257	0.9214	0.9158	0.9101	0.9137