An evaluation of global-model hierarchical classification algorithms for hierarchical classification problems with single path of labels

DOI10.1016/j.camwa.2013.06.027zbMath1381.62153OpenAlexW2038906069MaRDI QIDQ316332

Júlio Cesar Nievola, Carlos N.~jun. Silla, Helyane Bronoski Borges

Publication date: 27 September 2016

Published in: Computers \& Mathematics with Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.camwa.2013.06.027

zbMATH Keywords

hierarchical classificationglobal approach

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

A procedure for classifying objects with a semantic hierarchy of features

Cites Work

• A survey of hierarchical classification across different application domains
• Decision trees for hierarchical multi-label classification
• Discretization for Naive-Bayes learning: managing discretization bias and variance
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