Intrusion Detection System Based on Evolving Rules for Wireless Sensor Networks

Table 3

The accuracy comparisons of the traditional GNP and GNP with rule evolving (%).

Classifier	Traditional GNP (%)	GNP with rule evolving (%)
SVM	72.89	75.98
BP	71.87	74.82
MLP	73.53	74.91
KNN	75.69	77.30
Logic regression	73.56	74.83
Decision tree	79.63	80.22
AdaBoost	75.23	73.50
Naive Bayes	76.31	74.72
Cluster Gaussian	85.07	86.78
Average	75.97	77.00