On what to permute in test-based approaches for variable importance measures in Random Forests
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DOI: 10.1093/bioinformatics/bty1025
Abstract: In bioinformatics applications, it is currently customary to permute the outcome variable in order to produce inference on covariates to test novel methods or statistics whose distributions are poorly known. The seminal publication of Altmann… read more here.
Keywords: test based; importance; permute test; variable importance ... See more keywords