Improving the interpretability of classification rules discovered by an ant colony algorithm

Abstract

The vast majority of Ant Colony Optimization (ACO) algorithms for inducing classification rules use an ACO-based procedure to create a rule in an one-at-a-time fashion. An improved search strategy has been proposed in the cAnt-MinerPB algorithm, where an ACO-based procedure is used to create a complete list of rules (ordered rules) - i.e., the ACO search is… (More)
DOI: 10.1145/2463372.2463382

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