Package: integr 1.0.0

integr: An Implementation of Interaction Graphs of Aleks Jakulin

Generates a 'Graphviz' graph of the most significant 3-way interaction gains (i.e. conditional information gains) based on a provided discrete data frame. Various output formats are supported ('Graphviz', SVG, PNG, PDF, PS). For references, see the webpage of Aleks Jakulin <http://stat.columbia.edu/~jakulin/Int/>.

Authors:Petar Markovic [aut, cre]

integr_1.0.0.tar.gz
integr_1.0.0.zip(r-4.7)integr_1.0.0.zip(r-4.6)integr_1.0.0.zip(r-4.5)
integr_1.0.0.tgz(r-4.6-any)integr_1.0.0.tgz(r-4.5-any)
integr_1.0.0.tar.gz(r-4.7-any)integr_1.0.0.tar.gz(r-4.6-any)
integr_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
integr/json (API)

# Install 'integr' in R:

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

Bug tracker:https://github.com/peleplay/integr/issues

Datasets:

golf - Golf example dataset for Interaction graphs

On CRAN:

4.18 score 3 stars 4 scripts 256 downloads 11 exports 69 dependencies

Last updated from:9e85b9ba29. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	177
source / vignettes	OK	221
linux-release-x86_64	OK	176
macos-release-arm64	OK	192
macos-oldrel-arm64	OK	166
windows-devel	OK	141
windows-release	OK	93
windows-oldrel	OK	107
wasm-release	OK	151

Exports:entropy igToGrViz igToPDF igToPNG igToPS igToSVG infoGain interactionGraph interactions3Way isDiscreteDataFrame plotIntGraph

Dependencies:base64enc bit bit64 bslib cachem cli clipr cpp11 crayon curl DiagrammeR DiagrammeRsvg digest dplyr evaluate farver fastmap fontawesome fs generics glue gtools highr hms htmltools htmlwidgets igraph jquerylib jsonlite knitr labeling lattice lifecycle magrittr Matrix memoise mime pillar pkgconfig prettyunits progress purrr R6 rappdirs RColorBrewer Rcpp readr rlang rmarkdown rstudioapi rsvg sass scales stringi stringr tibble tidyr tidyselect tinytex tzdb utf8 V8 vctrs viridisLite visNetwork vroom withr xfun yaml

A Step-by-step Tutorial for Interaction Graphs Package 'integr'

Rendered fromIntGraphTutorial.Rmdusingknitr::rmarkdown

Last update: 2019-05-24
Started: 2019-04-25

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Calculates Shannon's entropy	entropy
Golf example dataset for Interaction graphs	golf
Constructs Interaction Graph (S3 class)	ig
Constructs Interaction Graph Edges (S3 class)	igEdge
Constructs Interaction Graph Nodes (S3 class)	igNode
Exports Interaction graph to a GraphViz file	igToGrViz
Exports Interaction graph to a PDF file	igToPDF
Exports Interaction graph to a PNG file	igToPNG
Exports Interaction graph to a PS (PostScript) file	igToPS
Exports Interaction graph to a SVG file	igToSVG
Calculates Information Gain (2-way Interaction Gain) of a discrete data.frame	infoGain
Creates Interaction graph	interactionGraph
Calculates 3-Way Interactions	interactions3Way
Tests if data.frame is discrete (i.e. all of its columns are factors)	isDiscreteDataFrame
Plots Interaction graph	plotIntGraph
Print generic method for Interaction Graph (S3 class)	print.ig
Print generic method for Interaction Graph Edges (S3 class)	print.igEdge
Print generic method for Interaction Graph Nodes (S3 class)	print.igNode
toString() generic method for Interaction Graph (S3 class)	toString.ig
toString() generic method for Interaction Graph Edges (S3 class)	toString.igEdge
toString() generic method for Interaction Graph Nodes (S3 class)	toString.igNode