rfPermute (2.1.81)

1 user

Estimate Permutation p-Values for Random Forest Importance Metrics.


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, randomForest, rlang, scales, swfscMisc, tibble, tidyr
Reverse suggests: forestFloor

Released about 1 month ago.

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