Table 4 Information classes, number of training samples, and classification accuracy for the SalinasA
| Â | No. of Samples | No. of training samples | SVM | SSEPF-MMSF | MSEPF-MMSF |
|---|---|---|---|---|---|
Brocoli_green_weeds_1 | 391 | 6 | 99.49 | 100 | 100 |
Corn_senesced_green_weeds | 1343 | 6 | 97.69 | 97.54 | 98.98 |
Lettuce_romaine_4wk | 616 | 6 | 93.67 | 99.68 | 98.78 |
Lettuce_romaine_5wk | 1525 | 6 | 99.93 | 99.8 | 100 |
Lettuce_romaine_6wk | 674 | 6 | 99.11 | 99.85 | 100 |
Lettuce_romaine_7wk | 799 | 6 | 96.62 | 100 | 100 |
AA (%) | – | – | 97.75 | 99.47 | 99.62 |
OA (%) | – | – | 96.59 | 99.4 | 99.48 |
Kappa coefficient (%) | – | – | 96.33 | 99.31 | 99.4 |