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Tree-based dynamic classifier chains

Published in Machine Learning • Mar 25, 2022
NobleIDNI2P03W04R96S54
Authors:
Eneldo Loza Mencía
,
Moritz Kulessa
,
Simon Bohlender

Abstract

Abstract Classifier chains are an effective technique for modeling label dependencies in multi-label classification. However, the method requires a fixed, static order of the labels. While in theory, any order is sufficient, in practice, this order has a substantial impact on the quality of the fina...

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