2 papers
cs.LG2020
Generation of Consistent Sets of Multi-Label Classification Rules with a Multi-Objective Evolutionary Algorithm
Thiago Zafalon Miranda, Diorge Brognara Sardinha, Márcio Porto Basgalupp +2
Multi-label classification consists in classifying an instance into two or more classes simultaneously. It is a very challenging task present in many real-world applications, such…
cs.LG2019
Preventing the Generation of Inconsistent Sets of Classification Rules
Thiago Zafalon Miranda, Diorge Brognara Sardinha, Ricardo Cerri
In recent years, the interest in interpretable classification models has grown. One of the proposed ways to improve the interpretability of a rule-based classification model is to…