Table 6. Results for different proportion of test samples for SVM.
% of test data | 6 features | 12 features | ||
---|---|---|---|---|
Training accuracy (%) | Testing accuracy (%) | Training accuracy (%) | Testing accuracy (%) | |
22% | 86.30 | 86.96 | 85.89 | 85.50 |
23% | 85.29 | 86.11 | 85.29 | 86.11 |
24% | 85.10 | 86.66 | 85.10 | 86.66 |
25% | 84.91 | 87.17 | 84.91 | 87.17 |
30% | 84.79 | 91.39 | 84.33 | 89.24 |