Table 10 Classification performance for baby spinach by applying tenfold validation using proposed algorithm with selected features
Feature selection methods | Classifiers | Serial num. of features | Total no of features | Accuracy (%) |
|---|---|---|---|---|
SFS | SVM | 24 | 1–12, 14–25 | 97.9 |
KNN | 23 | 1–14, 17–25 | 96.4 | |
D-Tree | 5 | 3, 5, 17, 20, 21 | 96.1 | |
SBS | SVM | 23 | 1–11, 13, 15–25 | 96.8 |
KNN | 24 | 1–13, 15–25 | 94.5 | |
D-Tree | 5 | 7, 8, 9, 11, 15 | 93.2 | |
Relief-F | SVM | 17 | 2, 4–7, 10, 11, 15–21, 23–25 | 98.6 |
KNN | 99.1 | |||
D-Tree | 95.5 |