Decision-forest voting scheme for classification of rare classes in network intrusion detection

Jan Brabec, Lukas Machlica

In this paper, Bayesian based aggregation of decision trees in an ensemble (decision forest) is investigated. The focus is laid on multi-class classification with number of samples…