Table 5 Accuracy indicators.
Forest | Shrub | Meadow | Real steppe | Dry steppe | Desert steppe | Wetland | Water | Cropland | Built-up land | Bare areas | Ice | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Precision | 0.951 | 0.655 | 0.783 | 0.808 | 0.874 | 0.622 | 0.848 | 0.954 | 0.870 | 1.000 | 0.780 | 1 |
Recall | 0.916 | 0.679 | 0.704 | 0.892 | 0.615 | 0.781 | 0.737 | 0.906 | 0.841 | 0.542 | 0.946 | 1 |
F1 score | 0.933 | 0.667 | 0.741 | 0.848 | 0.722 | 0.692 | 0.789 | 0.929 | 0.855 | 0.703 | 0.855 | 1 |
Overall Accuracy | 83.6% | Kappa | 0.807 | mPrecision | 84.5% | mRecall | 79.6% | wF1 | 83.5% |