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Estimating Feature-Label Dependence Using Gini Distance Statistics

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Published in 2021 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"

DOI: 10.1109/tpami.2019.2960358

Abstract: Identifying statistical dependence between the features and the label is a fundamental problem in supervised learning. This paper presents a framework for estimating dependence between numerical features and a categorical label using generalized Gini distance,… read more here.

Keywords: distance statistics; distance; gini distance; dependence ... See more keywords