A Novel Approach for Detecting DGA-Based Botnets in DNS Queries Using Machine Learning Techniques

Table 2

Comparison of machine learning models using principal component analysis features.

Machine learning models	Decision tree	SVM	Random forest	Logistic regression
Criteria
Accuracy	0.98	0.96	0.99	0.93
Precision	0.98	0.96	0.99	0.93