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Permutation importance: a corrected feature importance measure

20102,597 citationsJournal Articlebronze Open Access

Authors

André Altmann · Max Planck Institute for Informatics

Laura Toloşi · Max Planck Institute for Informatics

Oliver Sander · Max Planck Institute for Informatics

Thomas Lengauer · Max Planck Institute for Informatics

Abstract

Supplementary data are available at Bioinformatics online.

Topics & Keywords

Gene expression and cancer classification Bioinformatics and Genomic Networks Computational Drug Discovery Methods

UN Sustainable Development Goals

Responsible consumption and production

Publication Details

Published in: Bioinformatics

Volume 26, Issue 10, pp. 1340-1347

DOI: 10.1093/bioinformatics/btq134

Field-Weighted Citation Impact: 2.31

Permutation importance: a corrected feature importance measure | Researchclopedia