From: Learning from label proportions for SAR image classification
Method | Overall accuracy | Kappa coefficient |
---|---|---|
PL+SVM | 89.32 ± 0.34 | 0.8385 ± 0.0102 |
GL+SVM | 86.83 ± 0.42 | 0.8011 ± 0.0154 |
∝SVM | 87.03 ± 0.36 | 0.8056 ± 0.0107 |
GL+LpcSVM with n k =0 | 89.08 ± 0.44 | 0.8346 ± 0.0125 |
GL+LpcSVM with n k ∼N(0,0.052) | 88.97 ± 0.52 | 0.8331 ± 0.0121 |