Financial Crisis Prediction Model of Listed Companies Based on Statistics and AI

Table 4

Comparison of prediction model accuracy.

		Three classification logistic prediction model			Binary logistic prediction model
		Non-GFC		GFC	Non-GFC	GFC
		(0)	2 (0)	3 (1)	0	1
Non-GFC	1 (0)	236	32	24	329	21
	2 (0)	18	39	13
GFC	3 (1)	7	18	97	50	84
Miscalculation rate (%)		7.14		27.61	6.00	37.30
Accuracy rate (%)		92.86		72.39	94.00	62.70
Overall accuracy (%)		87.19			85.30