Table 7. Comparing feature extraction performance by using different sets of rules.
| Datasets | Rules from previous studies | This study | ||||
|---|---|---|---|---|---|---|
| Precision | Recall | F-Measure | Precision | Recall | F-Measure | |
| D1 | 0.88 | 0.85 | 0.87 | 0.94 | 0.91 | 0.92 |
| D2 | 0.82 | 0.80 | 0.81 | 0.92 | 0.92 | 0.92 |
| D3 | 0.90 | 0.87 | 0.89 | 0.94 | 0.91 | 0.92 |
| D4 | 0.84 | 0.81 | 0.83 | 0.91 | 0.88 | 0.90 |
| D5 | 0.80 | 0.77 | 0.79 | 0.82 | 0.80 | 0.81 |
| Average | 0.85 | 0.82 | 0.84 | 0.91 | 0.88 | 0.89 |
Notes.
Bolded values indicate the average values obtained in this study.