Feature Entropy Estimation (FEE) for Malicious IoT Traffic and Detection Using Machine Learning

Table 4

Evaluation of proposed methodology on CICIDS2017 dataset.

Testsets	Accuracy	Precision	Recall	F_measure
Testset_1	99.93197	100	99.8645	99.9322
Testset_2	99.9114	99.97733	99.86413	99.9207
Testset_3	99.9114	99.97371	99.8687	99.92118
Testset_4	99.89367	99.96824	99.84142	99.90479
Testset_5	99.93355	99.96047	99.92098	99.94072