Table 6.
Classification Results for Post-Significance and Post-Correlation datasets after Bonferroni correction.
| PS_B | PC_B | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FEET | RF | SVM_L | SVM_G | SVM_P | NB | RF | SVM_L | SVM_G | SVM_P | NB |
| Recall | 0.925 | 0.900 | 0.900 | 0.975 | 0.850 | 0.900 | 0.950 | 0.900 | 0.950 | 0.850 |
| Specificity | 0.950 | 1.000 | 1.000 | 0.925 | 1.000 | 0.950 | 0.950 | 0.950 | 0.975 | 1.000 |
| Accuracy | 0.938 | 0.950 | 0.950 | 0.950 | 0.925 | 0.925 | 0.950 | 0.925 | 0.963 | 0.925 |
| Precision | 0.949 | 1.000 | 1.000 | 0.929 | 1.000 | 0.947 | 0.950 | 0.947 | 0.974 | 1.000 |
| F_measure | 0.937 | 0.947 | 0.947 | 0.951 | 0.930 | 0.923 | 0.950 | 0.923 | 0.963 | 0.930 |
| HANDS | ||||||||||
| Recall | 0.850 | 0.950 | 0.950 | 0.925 | 0.950 | 0.925 | 0.900 | 0.925 | 0.900 | 0.975 |
| Specificity | 0.975 | 0.975 | 0.975 | 1.000 | 0.975 | 1.000 | 0.950 | 0.975 | 1.000 | 0.975 |
| Accuracy | 0.913 | 0.963 | 0.963 | 0.963 | 0.963 | 0.963 | 0.925 | 0.950 | 0.950 | 0.975 |
| Precision | 0.971 | 0.963 | 0.974 | 1.000 | 0.974 | 1.000 | 0.926 | 0.974 | 1.000 | 0.975 |
| F_measure | 0.907 | 0.962 | 0.962 | 0.964 | 0.963 | 0.961 | 0.923 | 0.949 | 0.952 | 0.975 |
| FULL | ||||||||||
| Recall | 0.950 | 1.000 | 0.975 | 0.975 | 0.950 | 0.950 | 0.975 | 0.975 | 0.950 | 0.925 |
| Specificity | 0.975 | 1.000 | 1.000 | 1.000 | 0.975 | 1.000 | 1.000 | 1.000 | 1.000 | 0.925 |
| Accuracy | 0.988 | 1.000 | 0.988 | 0.988 | 0.963 | 0.975 | 0.988 | 0.988 | 0.975 | 0.925 |
| Precision | 0.974 | 1.000 | 1.000 | 0.974 | 0.974 | 1.000 | 1.000 | 1.000 | 1.000 | 0.925 |
| F_measure | 0.988 | 1.000 | 0.987 | 0.988 | 0.963 | 0.976 | 0.987 | 0.987 | 0.976 | 0.925 |