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. 2023 Jul 13;9(7):e18255. doi: 10.1016/j.heliyon.2023.e18255

Table 2.

The accuracy assessment of LULC mapping using machine learning algorithms.

Machine learning algorithms Kappa statistics
 Overall accuracy
2017 2021 2017 2021
Artificial Neural Network 0.96 0.89 0.97 0.91
Random Forest 0.94 0.87 0.95 0.90
Support Vector Machine 0.86 0.81 0.89 0.86