Dec 20, 2016 · This study determines which quality measures for contrast patterns are the best for class imbalance problems; both regarding and disregarding the class ...

Loyola-Gonzalez et al. [11] made an experimental study to determine the effect of class imbalance on several quality measures and identified the Jaccard index ...

Contrast pattern-based classifiers rely on the discriminative power of contrast patterns. For this reason, many quality measures have been proposed to ...

TL;DR: A formal and an experimental study of 20 measures of association rule interestingness measures and the properties are used in a multi-criteria decision ...

Therefore, in this paper, we present an experimental study of the effect of class imbalance on quality measures for contrast patterns. This study determines ...

Therefore, in this paper, we present an experimental study of the effect of class imbalance on quality measures for contrast patterns. This study determines ...

This page is devoted to show the supplementary materials for the paper entitled "Effect of Class Imbalance on Quality Measures for Contrast Patterns: An ...

Article "Effect of class imbalance on quality measures for contrast patterns: An experimental study" Detailed information of the J-GLOBAL is an information ...

In this paper, we introduce a comparative study of quality measures over different aspects: accuracy using the whole training set, accuracy using pattern ...

Effect of class imbalance on quality measures for contrast patterns: An experimental study. O Loyola-González, JF Martínez-Trinidad, JA Carrasco-Ochoa ...