Research Article
[Retracted] An Early Warning Intelligent Algorithm System for Forest Resource Management and Monitoring
Table 5
Classification accuracy statistics of GF-2 MSS image classification feature set on January 16, 2021.
| Category | Random forest | Adaptive threshold wavelet denoising + random forest | Cartographic accuracy (%) | User accuracy (%) | Misclassification error (%) | Leakage error (%) | Cartographic accuracy (%) | User accuracy (%) | Misclassification error (%) | Leakage error (%) |
| Cultivated land | 80.25 | 75.71 | 24.29 | 19.75 | 87.50 | 83.73 | 16.27 | 12.50 | Land used for building | 80.95 | 83.33 | 16.67 | 19.05 | 90.48 | 86.76 | 13.24 | 9.52 | Woodland | 88.89 | 86.02 | 13.98 | 11.11 | 91.11 | 94.25 | 5.75 | 8.89 | Unused land | 76.30 | 80.10 | 19.90 | 23.70 | 82.94 | 86.42 | 13.58 | 17.06 | Water body | 94.91 | 96.47 | 3.53 | 5.09 | 97.22 | 98.13 | 1.87 | 2.78 |
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