Table 3. Removing features in order to determine the effectiveness of each one.
Fa1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | |
---|---|---|---|---|---|---|---|---|---|
Removing Feature | Interior housing condition | Age | Sex | Education | Duration of lesion | Number of lesion | Location of lesion | Treatment course | History of chronic diseases |
The classification accuracy (%) | 78.5 | 82 | 84.3 | 76.2 | 66.9 | 83 | 83.1 | 80.2 | 74 |
a Feature,
b The classification accuracy of total data (%) with the remaining features.