Financial Distress Prediction of Chinese Listed Companies Using the Combination of Optimization Model and Convolutional Neural Network

Table 10

Prediction results of different models with indicator selection.

Years	Criterion	NN	CART	SVM	LR	CNN	Ours
2012–2016	Accuracy	83.85%	81.94%	75.36%	70.93%	83.25%	85.53%
	KS	0.8278	0.6370	0.4665	0.5746	0.9070	0.9068
	AUC	0.9784	0.9976	0.9783	0.9921	0.9777	0.9783
2012–2015	Accuracy	57.06%	58.37%	75.48%	56.82%	80.14%	85.17%
	KS	0.2117	0.7887	0.5072	0.8534	0.8016	0.9021
	AUC	0.6973	0.9783	0.9976	0.9915	0.9815	0.9766