Advances, Systems and Applications
Table 6 Anomaly detection efficiency of various algorithm
From: Multi-level host-based intrusion detection system for Internet of things
| Â | Accuracy | F1 | Precision | Recall |
|---|---|---|---|---|
DT | 99.97% | 99.96% | 99.98% | 99.93% |
RF | 99.99% | 99.99% | 99.99% | 99.99% |
GBT | 100% | 99.99% | 99.99% | 99.99% |
MLP | 57.85% | 23.07% | 46.78% | 27.25% |
SVM | 53.32% | 99.99% | 47.33% | 99.99% |