Stability Measures for Feature Selection

An implementation of many measures for the assessment of the stability of feature selection. Both simple measures and measures which take into account the similarities between features are available, see Bommert et al. (2017) .


stabm provides an implementation of many measures which assess the stability of feature selection.

Installation

You can install the released version of stabm from CRAN with:

install.packages("stabm")

For the development version, use devtools:

devtools::install_github("bommert/stabm")

News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("stabm")

1.1.0 by Andrea Bommert, 4 months ago


https://github.com/bommert/stabm


Report a bug at https://github.com/bommert/stabm/issues


Browse source code at https://github.com/cran/stabm


Authors: Andrea Bommert [aut, cre]


Documentation:   PDF Manual  


LGPL-3 license


Imports BBmisc, checkmate, Matrix, methods, stats, utils

Suggests cowplot, data.table, ggdendro, ggplot2, igraph, testthat


See at CRAN