Research Article
[Retracted] An Early Warning Intelligent Algorithm System for Forest Resource Management and Monitoring
Table 6
Confusion matrix of classification feature set of high spatial resolution fusion image on October 9, 2021.
| Category | Random forest | Adaptive threshold wavelet denoising + random forest | Cultivated land | Land used for building | Woodland | Unused land | Water body | Cultivated land | Land used for building | Woodland | Unused land | Water body |
| Cultivated land | 250 | 23 | 45 | 32 | 25 | 250 | 25 | 15 | 29 | 10 | Land used for building | 12 | 240 | 15 | 14 | 0 | 10 | 400 | 21 | 18 | 2 | Woodland | 50 | 10 | 400 | 6 | 5 | 40 | 8 | 410 | 6 | 4 | Unused land | 24 | 40 | 2 | 322 | 10 | 28 | 36 | 2 | 350 | 4 | Water body | 4 | 10 | 3 | 5 | 300 | 2 | 1 | 1 | 4 | 300 | | Overall classification accuracy = 81.4% Kappa coefficient = 0.85 | Overall classification accuracy = 84.83% Kappa coefficient = 0.89 |
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