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 (2020) .

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


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


For the development version, use devtools:



Reference manual

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1.2.1 by Andrea Bommert, 8 days ago,

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Browse source code at

Authors: Andrea Bommert [aut, cre] , Michel Lang [aut]

Documentation:   PDF Manual  

LGPL-3 license

Imports checkmate, Matrix, methods, stats, utils

Suggests cowplot, ggdendro, ggplot2, igraph, knitr, mlbench, rmarkdown, rpart, testthat

See at CRAN