Table 5 Average execution time (in second) of wrapper feature selection methods over ten independent runs
From: A novel community detection based genetic algorithm for feature selection
Dataset | PSO | ACO | ABC | CDGAFS |
|---|---|---|---|---|
SpamBase | 6.72 | 8.42 | 8.94 | 6.64 |
Sonar | 4.24 | 7.78 | 8.32 | 4.12 |
Arrhythmia | 22.83 | 27.31 | 30.18 | 21.61 |
Madelon | 89.58 | 98.12 | 108.62 | 88.72 |
Isolet | 48.92 | 52.34 | 58.92 | 47.19 |
Colon | 60.82 | 79.12 | 61.41 | 54.95 |
Average | 38.85 | 45.51 | 46.06 | 37.20 |