Research Article
[Retracted] An Early Warning Intelligent Algorithm System for Forest Resource Management and Monitoring
Table 7
Classification accuracy statistics of high spatial resolution fusion image classification feature set on October 9, 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 | 73.53 | 64.94 | 35.06 | 26.47 | 76.47 | 76.47 | 23.53 | 23.53 | Land used for building | 70.00 | 83.67 | 16.33 | 30.00 | 76.67 | 81.85 | 18.15 | 23.33 | Woodland | 85.56 | 84.43 | 15.57 | 14.44 | 91.11 | 87.61 | 12.39 | 8.89 | Unused land | 82.86 | 79.23 | 20.77 | 17.14 | 83.71 | 80.72 | 19.28 | 16.29 | Water body | 87.50 | 92.72 | 7.28 | 12.50 | 93.75 | 97.4 | 2.60 | 6.25 |
|
|