Table 3.
Classification accuracies on data set B: by classes and overall accuracy (%).
Classifiers | Water | Building | Farmland | Vegetation1 | Vegetation2 | OA |
---|---|---|---|---|---|---|
Decision Tree | 99.42 | 70.34 | 79.27 | 81.65 | 78.70 | 82.49 |
Random Forest | 99.76 | 76.58 | 83.75 | 87.38 | 84.03 | 86.64 |
SVM | 99.83 | 72.25 | 86.12 | 89.92 | 85.54 | 87.96 |
XGBoost | 99.78 | 72.98 | 86.37 | 88.55 | 86.43 | 88.15 |