Table 7.
Results for all data from RF for 16 feature space.
| Feature | Precision | Recall | AUC | F measure | Specificity | QWK |
|---|---|---|---|---|---|---|
| F1 | 1 | 1 | 1 | 1 | 1 | 1 |
| F2 | 1 | 1 | 1 | 1 | 1 | 1 |
| F3 | 0.988 | 0.988 | 0.993 | 0.988 | 0.985 | 0.967 |
| F4 | 0.977 | 0.977 | 0.966 | 0.977 | 0.985 | 0.932 |
| F5 | 1 | 1 | 1 | 1 | 1 | 1 |
| F6 | 0.988 | 0.988 | 0.993 | 0.988 | 0.985 | 0.967 |
| F7 | 0.977 | 0.977 | 0.966 | 0.977 | 0.985 | 0.932 |
| F8 | 0.965 | 0.965 | 0.959 | 0.965 | 0.97 | 0.901 |
| F9 | 0.93 | 0.93 | 0.918 | 0.93 | 0.94 | 0.805 |
| F10 | 0.953 | 0.953 | 0.951 | 0.953 | 0.955 | 0.87 |
| F11 | 0.965 | 0.965 | 0.94 | 0.965 | 0.985 | 0.897 |
| F12 | 0.942 | 0.942 | 0.925 | 0.942 | 0.955 | 0.834 |
| F13 | 0.988 | 0.988 | 0.993 | 0.988 | 0.985 | 0.967 |
| F14 | 0.965 | 0.965 | 0.921 | 0.965 | 1 | 0.893 |
| F15 | 0.988 | 0.988 | 0.974 | 0.988 | 1 | 0.966 |
| F16 | 0.965 | 0.965 | 0.94 | 0.965 | 0.985 | 0.897 |