The stabilityselectr package performs stability selection with a
variety of kernels provided by the glmnet package, and provides simple
tools for plotting and extracting selected features. There is additional
functionality designed to facilitate various forms of permutation
clustering analyses.
# current dev version
remotes::install_github("stufield/stabilityselectr")
# or a specific version
remotes::install_github("stufield/[email protected]")To load stabilityselectr simply make a call to library() as usual:
library(stabilityselectr)library(help = stabilityselectr)- The
stabilityselectrpackage is easy to use. - It is my first go-to when looking at dimensionality reduction and upstream feature selection.