数据集 | SVM | 特征选择(%) | 无特征选择(%) | ||
PSO + SVM | BA + SVM | PSO + SVM | BA + SVM | ||
Breast cancer | 88.97 | 91.11 | 94.38 | 92.27 | 95.96 |
Car evaluation | 88.64 | 91.74 | 94.87 | 92.14 | 94.78 |
Glass | 68.33 | 70.41 | 72.03 | 73.18 | 74.15 |
Ionosphere | 92.14 | 94.78 | 92.76 | 95.22 | 94.22 |
Iris | 79.28 | 90.36 | 90.09 | 90.33 | 94.69 |
Pima-Indian | 77.87 | 80.78 | 80.04 | 85.5 | 82.11 |
Seeds | 84.15 | 88.5 | 87.31 | 87.22 | 86.87 |
Sonar | 85.14 | 93.41 | 92.1 | 96.26 | 95.24 |
Teaching | 73.41 | 76.25 | 78.45 | 82.06 | 84.63 |
Wine | 93.45 | 96.09 | 97.27 | 97.6 | 98.64 |