Table 4 Performance metrics for proposed classifiers
From: Intrusion detection systems for wireless sensor networks using computational intelligence techniques
Measure | PSO + DT (%) | PSO + KNN (%) | PSO + ANN (%) |
|---|---|---|---|
Predictability | 98.7 | 99.6 | 99.7 |
Accuracy | 75.2 | 88.4 | 90.2 |
Low predictive value (NPV) (Sindhu et al. 2012) | 99.5 | 99.8 | 99.8 |
F1 rank | 81.7 | 92.1 | 94.1 |