Stable Iterative Variable Selection

An iterative feature selection method (manuscript submitted) that internally utilizes various Machine Learning methods that have embedded feature reduction in order to shrink down the feature space into a small and yet robust set.


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("sivs")

0.2.3 by Mehrad Mahmoudian, 6 days ago


https://github.com/mmahmoudian/sivs


Report a bug at https://github.com/mmahmoudian/sivs/issues


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


Authors: Mehrad Mahmoudian [aut, cre] , Mikko Venäläinen [aut, rev] , Riku Klèn [aut, ths] , Laura Elo [aut, ths, fnd]


Documentation:   PDF Manual  


GPL-3 license


Imports doParallel, parallel, foreach, glmnet, pROC, varhandle, utils

Suggests knitr, rmarkdown, markdown


See at CRAN