Table 12 Comprehensive quantitative evaluation results for spatial resolution.
Model | Spatial resolution | AUC | Specific category precision “very high” | Statistical methods | Total score |
|---|---|---|---|---|---|
SVM | 10 | 1 | 1 | 1 | 3 |
16 | 2 | 2 | 2 | 6 | |
30 | 3 | 3 | 3 | 9 | |
ANN | 10 | 1 | 1 | 1 | 3 |
16 | 2 | 2 | 2.2 | 6.2 | |
30 | 3 | 3 | 2.8 | 8.8 | |
CNN | 10 | 1 | 1 | 1.2 | 4.2 |
16 | 2 | 2 | 2.8 | 6.8 | |
30 | 3 | 3 | 2.2 | 8.2 |