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Provides the function to calculate the kernel-lasso expansion, Z-score, and max-min-scale standardization.It can increase the dimension of existed dataset and remove abundant features by lasso. Z Dai, L Jiayi, T Gong, C Wang (2021) <doi:10.1088/1742-6596/1955/1/012047>.
Version: | 1.0.0 |
Depends: | glmnet (≥ 4.1-2) |
Imports: | graphics, stats |
Published: | 2021-08-21 |
DOI: | 10.32614/CRAN.package.KLexp |
Author: | Zongrui Dai |
Maintainer: | Zongrui Dai <dzr17723980497 at gmail.com> |
License: | GPL-2 |
URL: | https://github.com/Zongrui-Dai/Kernel-lasso-feature-expansion |
NeedsCompilation: | no |
CRAN checks: | KLexp results |
Reference manual: | KLexp.pdf |
Package source: | KLexp_1.0.0.tar.gz |
Windows binaries: | r-devel: KLexp_1.0.0.zip, r-release: KLexp_1.0.0.zip, r-oldrel: KLexp_1.0.0.zip |
macOS binaries: | r-release (arm64): KLexp_1.0.0.tgz, r-oldrel (arm64): KLexp_1.0.0.tgz, r-release (x86_64): KLexp_1.0.0.tgz, r-oldrel (x86_64): KLexp_1.0.0.tgz |
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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.