Could Textual Features Offer Incremental Information to Financial Distress Prediction? Evidence from the Listed Firm in China

Table 7

Deep belief network predicted results.

Sample ratio	Variables	AUC	First type of errors	second type of errors	Accuracy
1 : 1	Only financial indicators	91.017	17.037	17.037	82.927
	Both financial and textual	92.910	12.195	17.037	85.366
1 : 2	Only financial indicators	90.482	19.512	12.195	84.146
	Both financial and textual	93.337	15.854	12.195	87.682