| Classification Algorithm | Predictive Kappa Values (%) | |
| Complete set of features (6 Features) | Selected set of features (5 Features) | |
| KNN | 76.77 | 76.54 |
| J48 | 84.54 | 85.20 |
| CART | 57.37 | 59.67 |
| RF | 88.58 | 89.46 |