KLexp: Kernel_lasso Expansion

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
Author: Zongrui Dai ORCID iD [aut, cre]
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

Documentation:

Reference manual: KLexp.pdf

Downloads:

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-release (x86_64): KLexp_1.0.0.tgz, r-oldrel: KLexp_1.0.0.tgz

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