On the Effectiveness of Discretizing Quantitative Attributes in Linear Classifiers

Nayyar A. Zaidi, Yang Du, Geoffrey I. Webb

Learning algorithms that learn linear models often have high representation bias on real-world problems. In this paper, we show that this representation bias can be greatly reduced…