Default Risk Prediction of Enterprises Based on Convolutional Neural Network in the Age of Big Data: Analysis from the Viewpoint of Different Balance Ratios

Table 6

The rank of performance of CNN and other four models onC₁₂.

Method	G-mean	Accuracy	Type-II error	AUC
CNN	0.917	0.931	0.101	0.917
KNN	0.853	0.822	0.179	0.853
DT	0.853	0.822	0.182	0.853
SVM	0.903	0.874	0.063	0.904
LR	0.819	0.722	0.044	0.829