Research Article
Naive Bayes-Guided Bat Algorithm for Feature Selection
Table 2
Average of selected features.
| | Datasets | BANB | GA | GPSO | PSO |
| | M-of-N | 6 | 8 | 6.9 | 7.6 | | Exactly | 1 | 7 | 7 | 6.9 | | Exactly2 | 1 | 3 | 3 | 2.9 | | Heart | 4 | 6 | 5.7 | 6.25 | | Vote | 1 | 3 | 3.1 | 3.55 | | Credit | 1 | 10 | 11.7 | 11.9 | | Mushroom | 1 | 5.75 | 6.15 | 5.9 | | LED | 5 | 5 | 5 | 5 | | Derm | 12.3 | 18.1 | 17.1 | 21.5 | | Derm2 | 11.45 | 17.75 | 17.3 | 20.75 | | WQ | 5.9 | 20.1 | 20.15 | 21.05 | | Lung | 2 | 8.6 | 7.95 | 8.7 |
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