Table 2 Results of Classification Algorithms
Classification methods | Logistic model tree induction | Naïve Bayes | Random forest | Neural network | Discriminant analysis | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Â | Training | Cross-valid | Training | Cross-valid | Training | Cross-valid | Training | Cross-valid | Training | Cross-valid |
Overall performance | 98% | 82% | 90% | 78% | 100% | 70% | 82% | 74% | 96% | 84% |
Truth performance | 100% | 82% | 88% | 76% | 100% | 64% | 84% | 64% | 96% | 88% |
Deception performance | 96% | 84% | 92% | 80% | 100% | 76% | 80% | 84% | 96% | 80% |