Fig. 5
From: An agile and effective network function virtualization infrastructure for the Internet of Things
Evaluation of machine learning algorithms for the classification of IoT traffic when using PCA for dimensionality reduction and when using all the features. a The accuracy of the Decision Tree-based classifier is greater than the Probabilistic Neural Network and the Multi-Layer Neural Network. b Comparison of the false positive and true positive rates of the classifiers. The Decision Tree algorithm is the one that presents the best trade-off between true positives and false positives