rfPermute (2.1.7)

1 user

Estimate Permutation p-Values for Random Forest Importance Metrics.

https://github.com/EricArcher/rfPermute
http://cran.r-project.org/web/packages/rfPermute

Estimate significance of importance metrics for a Random Forest model by permuting the response variable. Produces null distribution of importance metrics for each predictor variable and p-value of observed. Provides summary and visualization functions for 'randomForest' results.

Maintainer: Eric Archer
Author(s): Eric Archer [aut, cre]

License: GPL (>= 2)

Uses: abind, dplyr, ggplot2, gridExtra, magrittr, plyr, randomForest, reshape2, rlang, scales, swfscMisc, tibble, tidyr
Reverse suggests: forestFloor

Released 7 months ago.


18 previous versions

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