Table 7 The evaluation metrics of the AdaBoost technique.
From: Using machine learning algorithms to enhance IoT system security
U2L | U2R | Probe | DoS | Normal | Model (%) | |
|---|---|---|---|---|---|---|
Precision | 89.4% | 87.7% | 99.9% | 100% | 99.8% | 99.9 |
FTR | 0% | 0.1% | 0.1% | 0% | 0.2% | 0.1 |
Detection rate | 87.4% | 79.9% | 99.7% | 100% | 99.8% | 99.9 |
CPE | – | – | – | – | – | 0.3 |
