Open Access
表5
各算法特征选择前后的F1-score值
| 数据集 | 特征选择前 F1-score |
特征选择后F1-score | ||
| RFFS | WRFFS | OTE-GWRFFS | ||
| dataR2 | 0.507 9 | 0.565 8 | 0.627 4 | 0.732 5 |
| glass | 0.539 9 | 0.549 0 | 0.549 0 | 0.598 9 |
| parkinsons | 0.873 0 | 0.873 0 | 0.873 0 | 0.873 0 |
| wpbc | 0.410 0 | 0.415 8 | 0.484 6 | 0.475 6 |
| sonar | 0.775 0 | 0.744 4 | 0.840 3 | 0.856 6 |
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