Financial Risk Early-Warning of Neusoft Group Based on Support Vector Machine

Table 5

Principal component extraction.

Indicators	Components
	1	2	3	4	5	6
Quick ratio		0.053		0.533	0.042
Net cash flow from operating activities/current liabilities	0.123	0.029		0.200
Asset-liability ratio	0.049		0.006
Capital accumulation rate		0.002	0.512	0.003	0.016	0.009
Total asset growth rate		0.001	0.522		0.014	0.001
Operating income growth rate		0.015	0.021	0.073	0.671
Accounts receivable turnover rate		0.384	0.009	0.098	0.088
Inventory turnover rate	0.001		0.005	0.005		0.991
Turnover rate of current assets	0.014	0.361				0.016
Total asset turnover	0.003	0.403	0.008	0.017	0.000	0.005
Return on assets	0.331	0.001
Return on net assets	0.166	0.013		0.033	0.408	0.051
Operating margin	0.336				0.116	0.013
Cost expense margin	0.333