Package: rattle 5.6.2

rattle: R Data Science Supporting Rattle

The R Analytic Tool To Learn Easily (Rattle) provides a collection of utilities functions for the data scientist. This package (v5.6.0) supports the companion graphical interface with the aim to provide a simple and intuitive introduction to R for data science, allowing a user to quickly load data from a CSV file transform and explore the data, and to build and evaluate models. A key aspect of the GUI is that all R commands are logged and commented through the log tab. This can be saved as a standalone R script file and as an aid for the user to learn R or to copy-and-paste directly into R itself. If you want to use the older Rattle implementing the GUI in RGtk2 (which is no longer available from CRAN) then please install the Rattle package v5.5.1. See rattle.togaware.com for instructions on installing the modern Rattle graphical user interface.

Authors:Graham Williams [aut, cph, cre], Mark Vere Culp [cph], Ed Cox [ctb], Anthony Nolan [ctb], Denis White [cph], Daniele Medri [ctb], Akbar Waljee [ctb], Brian Ripley [cph], Jose Magana [ctb], Surendra Tipparaju [ctb], Durga Prasad Chappidi [ctb], Dinesh Manyam Venkata [ctb], Mrinal Chakraborty [ctb], Fang Zhou [ctb], Cameron Chisholm [ctb]

rattle_5.6.2.tar.gz
rattle_5.6.2.zip(r-4.7)rattle_5.6.2.zip(r-4.6)rattle_5.6.2.zip(r-4.5)
rattle_5.6.2.tgz(r-4.6-any)rattle_5.6.2.tgz(r-4.5-any)
rattle_5.6.2.tar.gz(r-4.7-any)rattle_5.6.2.tar.gz(r-4.6-any)
rattle_5.6.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
rattle/json (API)

# Install 'rattle' in R:

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

Datasets:

audit - Sample dataset to illustrate Rattle functionality.
locationsAUS - Daily weather observations from multiple Australian weather stations.
weather - Sample dataset of daily weather observations from Canberra airport in Australia.
weatherAUS - Daily weather observations from multiple Australian weather stations.
wine - The wine dataset from the UCI Machine Learning Repository.

On CRAN:

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

8.35 score 16 stars 2 packages 4.3k scripts 5.9k downloads 9 mentions 288 exports 36 dependencies

Last updated from:bf78d23bc4. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	213
source / vignettes	OK	280
linux-release-x86_64	OK	212
macos-release-arm64	OK	132
macos-oldrel-arm64	OK	115
windows-devel	OK	191
windows-release	OK	130
windows-oldrel	OK	157
wasm-release	OK	170

Dependencies:bitops cli cpp11 dplyr farver generics ggplot2 glue gtable isoband jsonlite labeling lifecycle lubridate magrittr pillar pkgconfig purrr R6 RColorBrewer rlang rpart rpart.plot S7 scales stringi stringr tibble tidyr tidyselect timechange utf8 vctrs viridisLite withr XML

Rattle Quick Start Guide

Introduction | Requirements | First Steps | Simple Scenario: Build a Couple of Models | References

Rendered fromrattle.Rnwusingutils::Sweave

Last update: 2026-02-08
Started: 2013-01-22

Help page	Topics
Generate the audit dataset.	acquireAuditData
List the rules corresponding to the rpart decision tree	asRules
List the rules corresponding to the rpart decision tree	asRules.rpart
Sample dataset to illustrate Rattle functionality.	audit
Perform binning over numeric data	binning
Generate a frequency count of the initial digits	calcInitialDigitDistr
Determine area under a curve (e.g. a risk or recall curve) of a risk chart	calculateAUC
List Cluster Centers for a Hierarchical Cluster	centers.hclust
Echo data in a human readable form.	comcat
Draw nodes of a decision tree	drawTreeNodes
Draw trees from an Ada model	drawTreesAda
Generate an error matrix from actua and predicted data.	errorMatrix
Summarise the performance of a data mining model	evaluateRisk
A wrapper for plotting rpart trees using prp	fancyRpartPlot
Identify the categoric columns with the fewest values.	find_fewest_levels
Generate a string to add a title to a plot	genPlotTitleCmd
Model.	ggVarImp
List the variables used by an adaboost model	listAdaVarsUsed
List trees from an Ada model	listTreesAda
Versions of Installed Packages	listVersions
Calculate the dataset meta data for use by the Rattle V6 UI.	meta_data
Calculate the mode of a vector, array or list.	modalvalue
Plot three lines on a risk chart, one vertical and two horizontal	plotOptimalLine
Plot a risk chart	plotRisk
Print a representation of the Random Forest models to the console	printRandomForests
Generate accessible data structure of a randomForest model	randomForest2Rules
Display the Rattle User Interface	crs crv rattle
Print information about a multinomial model	rattle.print.summary.multinom
Extract Rattle and related package information.	rattleInfo
Transform a numeric vector by grouping it according to the values of the supplied factor and then rescaling within the groups.	rescale.by.group
Plot a risk chart	riskchart
Save a plot in some way	copyPlotToClipboard printPlot savePlotToFile
Given specific contents of env add other dataset related variables.	setupDataset
A default GGPlot2 theme for Rattle V6	theme_rattle
Generate a representation of a tree in a Random Forest	treeset.randomForest
List columns with unique values for every row.	unique_columns
Sample dataset of daily weather observations from Canberra airport in Australia.	weather
Daily weather observations from multiple Australian weather stations.	locationsAUS weatherAUS
Returns a list of the names of the numeric variables in a data frame.	whichNumerics
The wine dataset from the UCI Machine Learning Repository.	wine

Package: rattle 5.6.2

rattle: R Data Science Supporting Rattle

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