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 |
| DOI: | 10.32614/CRAN.package.KLexp |
| Author: | Zongrui Dai  [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-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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