| Exp# |
Model |
Accuracy |
WTPR |
WFPR |
WROC |
| 1 |
J48 pruned tree with all attributes |
92.24% |
92.2% |
2.6% |
0.973 |
| 2 |
J48 unpruned tree with all attributes |
92.73% |
92.7% |
2.6% |
0.966 |
| 3 |
J48 pruned tree with selected attributes |
90.58% |
90.6% |
2.4% |
0.975 |
| 4 |
J48 unpruned tree with selected attributes |
91.68% |
91.7% |
2.9% |
0.973 |
| 5 |
Naïve Bayes with all attributes |
89.68% |
89.7% |
2.9% |
0.976 |
| 6 |
Naïve Bayes with selected attributes |
89.94% |
89.8% |
2.8% |
0.976 |
| 7 |
PART pruned rule with all attributes |
92.62% |
92.6% |
2.5% |
0.978 |
| 8 |
PART unpruned rule with all attributes |
92.82% |
92.8% |
2.27% |
0.96 |
| 9 |
PART pruned rule with all attributes |
91.72% |
91.7% |
2.8% |
0.976 |
| 10 |
PART unpruned rule with all attributes |
90.84% |
90.8% |
3.3% |
0.971 |
