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KLexp  

Kernel_lasso Expansion
View on CRAN: Click here


Download and install KLexp package within the R console
Install from CRAN:
install.packages("KLexp")

Install from Github:
library("remotes")
install_github("cran/KLexp")

Install by package version:
library("remotes")
install_version("KLexp", "1.0.0")



Attach the package and use:
library("KLexp")
Maintained by
Zongrui Dai
[Scholar Profile | Author Map]
First Published: 2021-08-21
Latest Update: 2021-08-21
Description:
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) .
How to cite:
Zongrui Dai (2021). KLexp: Kernel_lasso Expansion. R package version 1.0.0, https://cran.r-project.org/web/packages/KLexp. Accessed 29 Mar. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited KLexp R package
View KLexp citation profile
Other R packages that KLexp depends, imports, suggests or enhances
Complete documentation for KLexp
Functions, R codes and Examples using the KLexp R package
Some associated functions: Z_score . gauss . kernel_lasso_expansion . lasso.control . max_min_scale . 
Some associated R codes: Kernel_lasso.R . Standardization.R .  Full KLexp package functions and examples
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