Table 2 Performance of classifiers on test data
Decision trees | Random forests | Bayesian network | |||||||
|---|---|---|---|---|---|---|---|---|---|
Class | Precision | Recall | FP rate | Precision | Recall | FP rate | Precision | Recall | FP rate |
Malicious | 95.3% | 93.4% | 0.2% | 95.3% | 94.9% | 0.2% | 91.9% | 88.4% | 0.3% |
Benign | 99.7% | 99.8% | 6.6% | 99.8% | 99.8% | 5.1% | 99.5% | 99.7% | 11.6% |