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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) <doi:10.48550/arXiv.1812.05678>.
| Version: | 1.0.3 |
| Imports: | multicool, glmnet, parallel, doParallel, foreach |
| Suggests: | testthat, mvnfast |
| Published: | 2021-11-09 |
| DOI: | 10.32614/CRAN.package.splitSelect |
| Author: | Anthony Christidis, Stefan Van Aelst, Ruben Zamar |
| Maintainer: | Anthony Christidis <anthony.christidis at stat.ubc.ca> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | splitSelect results |
| Reference manual: | splitSelect.pdf |
| Package source: | splitSelect_1.0.3.tar.gz |
| Windows binaries: | r-devel: splitSelect_1.0.3.zip, r-release: splitSelect_1.0.3.zip, r-oldrel: splitSelect_1.0.3.zip |
| macOS binaries: | r-release (arm64): splitSelect_1.0.3.tgz, r-oldrel (arm64): splitSelect_1.0.3.tgz, r-release (x86_64): splitSelect_1.0.3.tgz, r-oldrel (x86_64): splitSelect_1.0.3.tgz |
| Old sources: | splitSelect archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.