[Retracted] Analysis and Prediction of Corporate Finance and Exchange Rate Correlation Based on Machine Learning Algorithms

Table 2

Factor loading matrix for input indicators after orthogonal rotation.

Input indicators	Component
	FAC1	FAC2	FAC3	FAC4	FAC5
Asset liability ratio	0.224	−0.741	−0.417	−0.174	−0.111
Long term capital liability ratio	0.049	0.075	0.974	−0.017	0.014
Net cash flow from operating activities/liabilities	−0.214	0.551	−0.044	0.357	0.471
Operating debt ratio	0.157	0.921	0.063	−0.17	−0.037
Financial liability ratio	−0.042	0.047	0.978	−0.067	0.054
Equity multiplier	0.197	−0.154	−0.287	0.247	−0.700
Cash asset ratio	−0.557	0.084	−0.063	0.714	0.247
Fixed assets ratio	−0.039	0.165	−0.224	−0.778	0.247
Integrated lever	0.178	−0.367	0.318	−0.687	−0.113
Ratio of accounts receivable to income	0.947	−0.196	−0.182	−0.047	−0.032
Days sales outstanding	0.924	−0.0203	−0.195	−0.062	−0.047
Total asset turnover	−0.387	0.789	−0.082	0.058	0.035
Long term return on capital	−0.437	−0.051	−0.247	0.662	0.017
Return on investment	−0.388	−0.043	−0.097	0.150	−0.208
Accounts receivable turnover	0.245	−0.056	−0.112	0.178	0.768