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. 2018 Feb 17;18(2):611. doi: 10.3390/s18020611

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