Research Article

Self-Adaptive MOEA Feature Selection for Classification of Bankruptcy Prediction Data

Table 1

Set of features considered for the industrial French companies.

Feature Designation

F1 Number of employees
F2 Capital employed/fixed assets
F3 Financial debt/capital employed
F4 Depreciation of tangible assets
F5 Working capital/current assets
F6 Current ratio
F7 Liquidity ratio
F8 Stock turnover days
F9 Collection period
F10 Credit Period
F11 Turnover per employee (thousands euros)
F12 Interest/turnover
F13 Debt period days
F14 Financial debt/equity
F15 Financial debt/cashflow
F16 Cashflow/turnover
F17 Working capital/turnover (days)
F18 Net current assets/turnover (days)
F19 Working capital needs/turnover
F20 Export
F21 Value added per employee
F22 Total assets/turnover
F23 Operating profit margin
F24 Net profit margin
F25 Added value margin
F26 Part of employees
F27 Return on capital employed
F28 Return on total assets
F29 EBIT margin
F30 EBITDA margin