Bias in random forest variable importance measures: Illustrations, sources and a solution
| Main Authors: | , , , |
|---|---|
| Format: | Online |
| Language: | English |
| Published: |
BioMed Central
2007
|
| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1796903/ |
| id |
pubmed-1796903 |
|---|---|
| recordtype |
oai_dc |
| spelling |
pubmed-17969032007-02-16 Bias in random forest variable importance measures: Illustrations, sources and a solution Strobl, Carolin Boulesteix, Anne-Laure Zeileis, Achim Hothorn, Torsten Methodology Article BioMed Central 2007-01-25 /pmc/articles/PMC1796903/ /pubmed/17254353 http://dx.doi.org/10.1186/1471-2105-8-25 Text en Copyright © 2007 Strobl et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
| repository_type |
Open Access Journal |
| institution_category |
Foreign Institution |
| institution |
US National Center for Biotechnology Information |
| building |
NCBI PubMed |
| collection |
Online Access |
| language |
English |
| format |
Online |
| author |
Strobl, Carolin Boulesteix, Anne-Laure Zeileis, Achim Hothorn, Torsten |
| spellingShingle |
Strobl, Carolin Boulesteix, Anne-Laure Zeileis, Achim Hothorn, Torsten Bias in random forest variable importance measures: Illustrations, sources and a solution |
| author_facet |
Strobl, Carolin Boulesteix, Anne-Laure Zeileis, Achim Hothorn, Torsten |
| author_sort |
Strobl, Carolin |
| title |
Bias in random forest variable importance measures: Illustrations, sources and a solution |
| title_short |
Bias in random forest variable importance measures: Illustrations, sources and a solution |
| title_full |
Bias in random forest variable importance measures: Illustrations, sources and a solution |
| title_fullStr |
Bias in random forest variable importance measures: Illustrations, sources and a solution |
| title_full_unstemmed |
Bias in random forest variable importance measures: Illustrations, sources and a solution |
| title_sort |
bias in random forest variable importance measures: illustrations, sources and a solution |
| description |
|
| publisher |
BioMed Central |
| publishDate |
2007 |
| url |
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1796903/ |
| _version_ |
1611394223470280704 |