Table 6 Average ranks of the different EA-based feature selection methods on SVM, NB, and AB classifier
From: A novel community detection based genetic algorithm for feature selection
Dataset | Wrapper-based feature selection method | |||
|---|---|---|---|---|
PSO | ACO | ABC | CDGAFS | |
KNN | 2 | 3.33 | 3.5 | 1.17 |
SVM | 2.33 | 2.83 | 3.67 | 1.17 |
AdaBoost | 1.83 | 2.83 | 3.5 | 1.67 |