Table 4 Deviation performance of classifiers
S. No. | Ensemble classifier | Mean absolute error | Root mean squared error | Relative absolute error (%) | Root relative squared error (%) |
|---|---|---|---|---|---|
1 | Bagging with auto color correlogram filter | 0.23 | 0.42 | 50.66 | 90.30 |
2 | Attribute selected classifier with auto color correlogram filter | 0.38 | 0.46 | 96.98 | 99.73 |
3 | Bagging with binary patterns pyramid filter | 0.24 | 0.40 | 55.05 | 82.96 |
4 | Attribute selected classifier with binary patterns pyramid filter | 0.25 | 0.37 | 54.51 | 76.18 |
5 | Bagging with colour layout filter | 0.27 | 0.41 | 62.25 | 86.34 |
6 | Attribute selected classifier with colour layout filter | 0.24 | 0.30 | 53.73 | 74.40 |