Search Results for author: Thiago Zafalon Miranda

Found 2 papers, 0 papers with code

Generation of Consistent Sets of Multi-Label Classification Rules with a Multi-Objective Evolutionary Algorithm

no code implementations27 Mar 2020 Thiago Zafalon Miranda, Diorge Brognara Sardinha, Márcio Porto Basgalupp, Yaochu Jin, Ricardo Cerri

Recently, the interest in interpretable classification models has grown, partially as a consequence of regulations such as the General Data Protection Regulation.

Classification General Classification +1

Preventing the Generation of Inconsistent Sets of Classification Rules

no code implementations23 Aug 2019 Thiago Zafalon Miranda, Diorge Brognara Sardinha, Ricardo Cerri

One of the problems associated with sets is that multiple rules may cover a single instance, but predict different classes for it, thus requiring a conflict resolution strategy.

Classification General Classification

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