Best Split Selection Modeling for Low-Dimensional Data

Functions to generate or sample from all possible splits of features or variables into a number of specified groups. Also computes the best split selection estimator (for low-dimensional data) as defined in Christidis, Van Aelst and Zamar (2019) .


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install.packages("splitSelect")

1.0.1 by Anthony Christidis, 2 months ago


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


Authors: Anthony Christidis <[email protected]> , Stefan Van Aelst <[email protected]> , Ruben Zamar <[email protected]>


Documentation:   PDF Manual  


GPL (>= 2) license


Imports multicool, glmnet, parallel, doParallel, foreach, caret

Suggests testthat, mvnfast


See at CRAN