Application of Deep Learning in Financial Management Evaluation

Table 3

Empirical quantity statistics.

		ST		Non-ST		Total
		Number of companies	Amount of data	Number of companies	Amount of data	Number of companies	Amount of data
2 years	Total of training set and test set	55	2805	55	2805	110	5610
		55	2805	55	2805	110	5610
		110	5610	110	5610	220	11220
4 years	Total of training set and test set	51	5151	51	5151	102	10302
		51	5151	51	5151	102	10302
		102	10302	102	10302	10506	20604
8 years	Total of training set and test set	26	4576	26	4576	52	9152
		26	4576	26	4576	52	9152
		52	9152	52	9152	104	18304
12 years	Total of training set and test set	17	3842	17	3842	34	7684
		17	3842	17	3842	34	7684
		34	7684	34	7684	68	15368