Research Article
Research on Credit Risk Measurement of Small and Micro Enterprises Based on the Integrated Algorithm of Improved GSO and ELM
Table 5
Performance of 6 machine learning models.
| Name | MAE | RMSE | R2 | CA |
| BPNN | 0.4909 | 0.7006 | NaN | 50.9091 | ELM | 0.1818 | 0.4264 | 0.3686 | 81.8182 | ABC-ELM | 0.1091 | 0.3303 | 0.5952 | 89.0909 | PSO-ELM | 0.0909 | 0.3015 | 0.6668 | 90.9091 | GSO-ELM | 0.0909 | 0.3015 | 0.6261 | 90.9091 | IGSO-ELM | 0.0727 | 0.2697 | 0.7105 | 92.7273 |
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