Feature selection methods | Classifiers | Serial num. of features | Total no of features | Accuracy (%) |
---|---|---|---|---|
SFS | SVM | 24 | 1–19, 21–25 | 98.5 |
KNN | 22 | 1–6, 8–11, 13–21, 23–25 | 97.2 | |
D-Tree | 24 | 1–23, 24 | 96.5 | |
SBS | SVM | 24 | 1–19, 21–25 | 98.6 |
KNN | 24 | 1–21, 23–25 | 97.6 | |
D-Tree | 24 | 1–23, 25 | 96.2 | |
Relief-F | SVM | 10 | 2, 4, 10, 11, 17–21, 25 | 97.1 |
KNN | 95.9 | |||
D-Tree | 96.8 |