The given information of network connection, model predicts if connection has some intrusion or not. Binary classification for good and bad type of the connection further converting to multi-class classification and most prominent is feature importance analysis.
feature-selection rfc feature-extraction confusion-matrix roc-curve binary-classification l2-regularization network-intrusion-detection multiclass-classification feature-importance l1-regularization rfe pearson-correlation-coefficient fclassif select-percentile extrat-tree-classifier
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Updated
Aug 10, 2019 - Jupyter Notebook