Research Article
A New Feature Selection Method for Hyperspectral Image Classification Based on Simulated Annealing Genetic Algorithm and Choquet Fuzzy Integral
Table 7
Error matrix of CFI-SVM (
).
| Class | Reference data | Row total | UA | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
| Classified data | | | | | | | | | | 1 | 134 | 0 | 69 | 5 | 66 | 70 | 0 | 344 | 0.3895 | 2 | 0 | 1276 | 55 | 9 | 75 | 0 | 15 | 1430 | 0.8923 | 3 | 5 | 0 | 1937 | 0 | 75 | 135 | 0 | 2152 | 0.9001 | 4 | 1 | 41 | 62 | 210 | 0 | 0 | 14 | 328 | 0.6402 | 5 | 6 | 39 | 0 | 0 | 2114 | 63 | 20 | 2242 | 0.9429 | 6 | 0 | 35 | 69 | 6 | 0 | 2201 | 15 | 2326 | 0.9463 | 7 | 4 | 44 | 0 | 5 | 87 | 0 | 452 | 592 | 0.7635 |
| Column total | 150 | 1435 | 2192 | 235 | 2417 | 2469 | 516 | 9414 | |
| PA | 0.8933 | 0.8892 | 0.8837 | 0.8936 | 0.8746 | 0.8915 | 0.8760 | | 0.8841 |
|
|