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 ( ) -measureDataset
CourseStudentProjectFacultyConference

10Best11110.782
Avg.10.9110.99310.664
Worst10.8220.98610.545

100Best11110.883
Avg.11110.745
Worst11110.606

500Best1110.842
Avg.1110.794
Worst1110.745