Package: ShapleyValue 0.2.0

ShapleyValue: Shapley Value Regression for Relative Importance of Attributes

Shapley Value Regression for calculating the relative importance of independent variables in linear regression with avoiding the collinearity.

Authors:Jingyi Liang

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ShapleyValue.pdf |ShapleyValue.html
ShapleyValue/json (API)

# Install 'ShapleyValue' in R:
install.packages('ShapleyValue', repos = c('https://jingyiliang1009.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1 exports 0.36 score 108 dependencies 1 dependents 10 scripts 203 downloads

Last updated 3 years agofrom:c661c7552c. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 13 2024
R-4.5-winNOTESep 13 2024
R-4.5-linuxNOTESep 13 2024
R-4.4-winNOTESep 13 2024
R-4.4-macNOTESep 13 2024
R-4.3-winNOTESep 13 2024
R-4.3-macNOTESep 13 2024

Exports:shapleyvalue

Dependencies:askpassbackportsbase64encbitbit64blobbroombslibcachemcallrcellrangerclicliprcolorspaceconflictedcpp11crayoncurldata.tableDBIdbplyrdigestdplyrdtplyrevaluatefansifarverfastmapfontawesomeforcatsfsgarglegenericsggplot2gluegoogledrivegooglesheets4gtablehavenhighrhmshtmltoolshttridsisobandjquerylibjsonlitekableExtraknitrlabelinglatticelifecyclelubridatemagrittrMASSMatrixmemoisemgcvmimemodelrmunsellnlmeopensslpillarpkgconfigprettyunitsprocessxprogresspspurrrR6raggrappdirsRColorBrewerreadrreadxlrematchrematch2reprexrlangrmarkdownrstudioapirvestsassscalesselectrstringistringrsvglitesyssystemfontstextshapingtibbletidyrtidyselecttidyversetimechangetinytextzdbutf8uuidvctrsviridisLitevroomwithrxfunxml2yaml

Shapley Value Regression

Rendered fromShapleyValue.Rmdusingknitr::rmarkdownon Sep 13 2024.

Last update: 2021-05-25
Started: 2021-05-25