Table 2.
Classification results of different classifiers under different feature extraction.
| SVM (%) | RF (%) | KNN (%) | NB (%) | Softmax (%) | DT (%) | Catb (%) | Lgb (%) | Xgb (%) | |
|---|---|---|---|---|---|---|---|---|---|
| HSV | 64.91 | 62.47 | 23.26 | 17.82 | 17.63 | 59.66 | 27.20 | 26.45 | 55.91 |
| LBP | 64.91 | 60.78 | 24.02 | 14.82 | 16.14 | 56.85 | 58.54 | 23.45 | 57.79 |
| HOG | 19.14 | 60.78 | 25.7 | 16.32 | 14.07 | 57.22 | 34.52 | 32.65 | 59.29 |
| VGG16-CI | 67.17 | 66.04 | 66.79 | 66.60 | 67.72 | 64.72 | 66.42 | 68.67 | 67.35 |