Effectiveness analysis of ZeroR and J48 classifiers using Weka toolkit

Abstract

A current problem is comparing the techniques for evaluating large datasets and interpreting 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 the open-source Weka tool. The experimental comparison was made on two datasets of different sizes and from different domains: business and life.