RFlocalfdr: Significance Level for Random Forest Impurity Importance Scores (original) (raw)
Sets a significance level for Random Forest MDI (Mean Decrease in Impurity, Gini or sum of squares) variable importance scores, using an empirical Bayes approach. See Dunne et al. (2022) <doi:10.1101/2022.04.06.487300>.
| Version: | 0.9 |
|---|---|
| Depends: | R (≥ 3.5.0) |
| Imports: | minpack.lm, sn, fitdistrplus, grDevices, graphics, stats, ranger, randomForest |
| Suggests: | rmarkdown, knitr, testthat (≥ 3.0.0), RFlocalfdr.data, vita |
| Published: | 2025-01-30 |
| DOI: | 10.32614/CRAN.package.RFlocalfdr |
| Author: | Robert Dunne  [aut, cre] |
| Maintainer: | Robert Dunne <rob.dunne at csiro.au> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| Materials: | README, |
| CRAN checks: | RFlocalfdr results |
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