Research Article
Deep Learning Approach for Building Detection Using LiDAR–Orthophoto Fusion
Table 4
Accuracy assessment of the testing area.
| Dataset | Model | Properties | Accuracy (%) |
| Working area | Proposed model | Without dimensionality reduction | 86.06 | Proposed model | With dimensionality reduction | 86.19 | SVM | Without optimization | 76.56 | SVM | With optimization | 82.34 |
| Testing area | Proposed model | Without dimensionality reduction | 77.92 | Proposed model | With dimensionality reduction | 81.86 | SVM | Without optimization | 74.11 | SVM | With optimization | 79.27 |
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