Table 4.
Classifiers performance using 10-fold cross-validation method
| CCI (%) | TP Rate | FP Rate | Precision | Recall | F-Measure | ROC Area | |
|---|---|---|---|---|---|---|---|
| BayesNet | 71.93 | 0.719 | 0.643 | 0.670 | 0.719 | 0.653 | 0.675 |
| Logistic | 80.70 | 0.807 | 0.304 | 0.804 | 0.807 | 0.805 | 0.782 |
| IBk | 72.81 | 0.728 | 0.392 | 0.731 | 0.728 | 0.729 | 0.649 |
| CR | 84.21 | .842 | .290 | .837 | .842 | .837 | .873 |
| PART | 76.32 | 0.763 | 0.397 | 0.753 | 0.763 | 0.757 | 0.719 |
| J48 | 73.68 | 0.737 | 0.369 | 0.742 | 0.737 | 0.739 | 0.722 |
CCI: Correctly classified instances, TP: True positive, FP: False positive, and ROC: Receiver operating characteristic