Research Article
Predicting the Performance of Rural Banks in Ghana Using Machine Learning Approach
Table 3
Relevant (
) and less relevant variables after building the MLR model.
| Independent variables |
| Paid-up capital | Loss/NPL ratio | Other assets to total assets ratio | Return on earning assets | Capital adequacy ratio (CAR) | Earning assets to total assets ratio | Property, plant, and equipment to total assets ratio | Costs to income ratio | Past due ratio | Liquid assets to total assets ratio | Return on assets (ROA) | Average primary reserve ratio for the quarter | Nonperforming loans (NPL) ratio | Advances to loanable funds ratio | Return on equity (ROE) | Average secondary reserve ratio for the quarter |
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|