Table 5.
Classification accuracy of parallel classifiers combination
| Combination strategy | OA | Kappa |
|---|---|---|
| Bayesian average | 94.99% | 0.94 |
| Logarithmic consensus | 93.77% | 0.92 |
| Linear consensus | 94.37% | 0.93 |
| Majority vote | 94.74% | 0.93 |
| Evidence theory | 93.76% | 0.92 |
| Improved evidence theory | 94.18% | 0.93 |
| Fuzzy integral | 94.37% | 0.93 |
| DWDCS | 93.98% | 0.92 |