Table 5.
Optimal attribute selection method per learning algorithm.
| Attribute selection method | Number of attributes | |
|---|---|---|
| Naïve Bayes | CFS | 6 |
| Rules | CFS | 6 |
| Decision tree | Consistency | 10 |
| Boosted Naïve | Consistency | 10 |
| Boosted rules | Wrapper | 7 |
| Boosted tree | Consistency | 10 |
| Bayesian network | CFS | 6 |
| SVM | CFS | 6 |
| Stacking | CFS | 6 |