Effectiveness analysis of ZeroR and J48 classifiers using Weka toolkit

Abstract

A current problem is comparing the techniques for evaluating large datasets and interpretation of these data for making decisions in a better way. This paper compares two widely used classification algorithms (ZeroR, J48) from the point of view of several metrics with open source Weka tool. The experimental comparison was made on two datasets of different sizes and from different domains: business and life.