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

ShapleyValue_0.2.0.tar.gz
ShapleyValue_0.2.0.zip(r-4.7-any)ShapleyValue_0.2.0.zip(r-4.6-any)ShapleyValue_0.2.0.zip(r-4.5-any)
ShapleyValue_0.2.0.tgz(r-4.6-any)ShapleyValue_0.2.0.tgz(r-4.5-any)
ShapleyValue_0.2.0.tar.gz(r-4.7-any)ShapleyValue_0.2.0.tar.gz(r-4.6-any)
ShapleyValue_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
ShapleyValue/json (API)

# Install 'ShapleyValue' in R:

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

On CRAN:

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

2.48 score 1 packages 10 scripts 277 downloads 1 exports 103 dependencies

Last updated from:c661c7552c. Checks:7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time	Files	Syslog
linux-devel	NOTE	152
source / vignettes	OK	373
linux-release	NOTE	151
macos-release	NOTE	136
macos-oldrel	NOTE	170
windows-devel	NOTE	73
windows-release	NOTE	70
windows-oldrel	NOTE	89
wasm-release	OK	170

Exports:shapleyvalue

Dependencies:askpass backports base64enc bit bit64 blob broom bslib cachem callr cellranger cli clipr conflicted cpp11 crayon curl data.table DBI dbplyr digest dplyr dtplyr evaluate farver fastmap fontawesome forcats fs gargle generics ggplot2 glue googledrive googlesheets4 gtable haven highr hms htmltools httr ids isoband jquerylib jsonlite kableExtra knitr labeling lifecycle lubridate magrittr MASS memoise mime modelr openssl otel pillar pkgconfig prettyunits processx progress ps purrr R6 ragg rappdirs RColorBrewer readr readxl rematch rematch2 reprex rlang rmarkdown rstudioapi rvest S7 sass scales selectr stringi stringr svglite sys systemfonts textshaping tibble tidyr tidyselect tidyverse timechange tinytex tzdb utf8 uuid vctrs viridisLite vroom withr xfun xml2 yaml

Shapley Value Regression

A simple example

Rendered fromShapleyValue.Rmdusingknitr::rmarkdown

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

Citation

Readme and manuals

Help Manual

Help page	Topics
ShapleyValueRegression - to calculate the relative importance of attributes in linear regression	shapleyvalue

Usage by other packages (reverse dependencies)