Package: KLexp 0.0.0.9000

KLexp: Kernel_lasso Expansion

Kernel_lasso package can expands the features of existed data. It used the Gauss function to amplify the dimension of dataset and decrease the feature by lasso.

Authors:Zongrui Dai [aut, cre]

KLexp_0.0.0.9000.tar.gz
KLexp_0.0.0.9000.zip(r-4.5)KLexp_0.0.0.9000.zip(r-4.4)KLexp_0.0.0.9000.zip(r-4.3)
KLexp_0.0.0.9000.tgz(r-4.5-any)KLexp_0.0.0.9000.tgz(r-4.4-any)KLexp_0.0.0.9000.tgz(r-4.3-any)
KLexp_0.0.0.9000.tar.gz(r-4.5-noble)KLexp_0.0.0.9000.tar.gz(r-4.4-noble)
KLexp_0.0.0.9000.tgz(r-4.4-emscripten)KLexp_0.0.0.9000.tgz(r-4.3-emscripten)
KLexp.pdf |KLexp.html
KLexp/json (API)

# Install 'KLexp' in R:
install.packages('KLexp', repos = c('https://zongrui-dai.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/zongrui-dai/kernel-lasso-feature-expansion/issues

On CRAN:

Conda:

3.00 score 1 stars 190 downloads 5 exports 10 dependencies

Last updated 2 years agofrom:64648f44bf. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 12 2025
R-4.5-winNOTEMar 12 2025
R-4.5-macNOTEMar 12 2025
R-4.5-linuxNOTEMar 12 2025
R-4.4-winNOTEMar 12 2025
R-4.4-macNOTEMar 12 2025
R-4.4-linuxNOTEMar 12 2025
R-4.3-winNOTEMar 12 2025
R-4.3-macNOTEMar 12 2025

Exports:gausskernel_lasso_expansionlasso.controlmax_min_scaleZ_score

Dependencies:codetoolsforeachglmnetiteratorslatticeMatrixRcppRcppEigenshapesurvival

Readme and manuals

Help Manual

Help pageTopics
Gauss functiongauss
kernel_lasso_expansionkernel_lasso_expansion
lasso.controllasso.control
max_min_scalemax_min_scale
Z_scoreZ_score