Building a Competitive Associative Classifier

no code implementations • 4 Jul 2020 • Nitakshi Sood, Osmar Zaiane

We use 15 UCI datasets and compare our approach with eight existing systems. The SigD2 and boosted SigDirect (ACboost) ensemble model outperform various state-of-the-art classifiers not only in terms of classification accuracy but also in terms of the number of rules.

BIG-bench Machine Learning Classification +1