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
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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'))

Peer review:

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

On CRAN:

3.00 score 1 stars 180 downloads 5 exports 10 dependencies

Last updated 2 years agofrom:64648f44bf. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 12 2024
R-4.5-winNOTENov 12 2024
R-4.5-linuxNOTENov 12 2024
R-4.4-winNOTENov 12 2024
R-4.4-macNOTENov 12 2024
R-4.3-winNOTENov 12 2024
R-4.3-macNOTENov 12 2024

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