Table 1.
Method | Classification Accuracy (%) |
Relative Absolute Error (%) |
Selected Variable |
---|---|---|---|
BF Tree | 100 ± 0 | 0 ± 0 | ALT 30 |
J48 Tree | 91.67 ± 0 | 15.48 ± 0 | ALT 15 |
Conjunctive Rule | 93.33 ± 7.66 | 8.72 ± 8.72 | ALT 30 |
Bayesian Network | 100 ± 0 | 17.58 ± 5.06 | ALT 30 |
Neural Network | 100 ± 0 | 10.77 ± 0.46 | ALT 30 |
Kstar | 100 ± 0 | 10.16 ± 0.8 | ALT 30 |
RBF Network | 98.333 ± 3.51 | 5.35 ± 5.64 | ALT 30 |
SMO | 100 ± 0 | 2.74 ± 3.52 | AST45 |