Research Article
An Ant Colony Optimization Based Feature Selection for Web Page Classification
Table 4
The best, worst, and average
-measure values of classification using ACO selected
features from URLs for all classes.
| No. of features selected () | -measure | Dataset | Course | Student | Project | Faculty | Conference |
| 10 | Best | 1 | 1 | 1 | 1 | 0.782 | Avg. | 1 | 0.911 | 0.993 | 1 | 0.664 | Worst | 1 | 0.822 | 0.986 | 1 | 0.545 |
| 100 | Best | 1 | 1 | 1 | 1 | 0.883 | Avg. | 1 | 1 | 1 | 1 | 0.745 | Worst | 1 | 1 | 1 | 1 | 0.606 |
| 500 | Best | — | 1 | 1 | 1 | 0.842 | Avg. | — | 1 | 1 | 1 | 0.794 | Worst | — | 1 | 1 | 1 | 0.745 |
|
|