Research Article
Application of Global Optimization Methods for Feature Selection and Machine Learning
Table 2
Running time and number of selected features for three feature selection algorithms.
| Datasets | Running time (seconds) | Number of selected features | ICGFSA | GA | SVM | ICGFSA | GA | SVM |
| Liver | 12.3 | 11.1 | 11.2 | 3 | 4 | 5 | WDBC | 12.6 | 12.9 | 13.1 | 10 | 14 | 16 | Soybean | 13.2 | 14.7 | 14.9 | 17 | 22 | 19 | Glass | 11.8 | 12.3 | 11.7 | 4 | 6 | 5 | Wine | 9.6 | 10.8 | 9.5 | 7 | 9 | 8 | PDF | 830.1 | 832.5 | 822 | 78 | 89 | 83 |
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