Research Article
A Financial Distress Prediction Model Based on Sparse Algorithm and Support Vector Machine
Table 2
Grouping of characteristics of the company.
| Characteristics grouping | The company’s information reflected by each indicator group | Number of features |
| Profitability | An index that reflects the profitability of an enterprise | 40 | Solvency | An indicator that reflects a firm’s ability to repay long-term and short-term debt with its assets | 17 | Growth ability | An indicator that reflects the future development trend and speed of an enterprise | 20 | Operation ability | Indicators that reflect the operational capability of an enterprise | 11 | Cash flow | An indicator that reflects the amount of cash and cash equivalents in and out of an enterprise in a period | 14 | Dividend capacity | An indicator that reflects the distribution of the current year’s earnings to shareholders | 6 | Capital structure | An index that reflects the relationship between the total capital of an enterprise and its composition and proportion | 16 | Earnings quality | An index that reflects the reliability of information related to the economic value of an enterprise expressed by accounting earnings | 10 | Index per share | According to the total number of shares discovered by the enterprise to measure all aspects of the enterprise information index | 21 | Dupont analysis index | An indicator that plays an integral role in the Dupont financial analysis system | 6 | Market transactions | An indicator that reflects the stock of a listed company traded in the secondary market | 10 | Corporate governance | An indicator that reflects the distribution of power within a company | 8 |
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