Bias in random forest variable importance measures: Illustrations, sources and a solution
<p>Abstract</p> <p>Background</p> <p>Variable importance measures for random forests have been receiving increased attention as a means of variable selection in many classification tasks in bioinformatics and related scientific fields, for instance to select a subset of...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
BMC
2007-01-01
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| Series: | BMC Bioinformatics |
| Online Access: | http://www.biomedcentral.com/1471-2105/8/25 |