Improving the Performance of Machine Learning-Based Network Intrusion Detection Systems on the UNSW-NB15 Dataset

<div>Number of extracted features from Extra Trees Classifiers by classes. For classification purposes, each Extra Trees Classifier produces a subset of features that are fed to the appropriate ELM classifier.</div>

Computational Intelligence and Neuroscience

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Figure 4

Figure 4: Improving the Performance of Machine Learning-Based Network Intrusion Detection Systems on the UNSW-NB15 Dataset 