Learn R Programming

KLexp (version 1.0.0)

Kernel_lasso Expansion

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) .

Copy Link

Version

Install

install.packages('KLexp')

Monthly Downloads

219

Version

1.0.0

License

GPL-2

Issues

0

Pull Requests

0

Stars

1

Forks

0

Maintainer

Zongrui Dai

Last Published

August 21st, 2021

Functions in KLexp (1.0.0)

max_min_scale

max_min_scale
kernel_lasso_expansion

kernel_lasso_expansion
lasso.control

lasso.control
gauss

Gauss function
Z_score

Z_score standardization