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rattle (version 5.6.2)

R Data Science Supporting Rattle

Description

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.

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Version

Install

install.packages('rattle')

Monthly Downloads

5,384

Version

5.6.2

License

GPL (>= 2)

Maintainer

Graham Williams

Last Published

February 8th, 2026

Functions in rattle (5.6.2)

rescale.by.group

Transform a numeric vector by grouping it according to the values of the supplied factor and then rescaling within the groups.

genPlotTitleCmd

Generate a string to add a title to a plot

Versions of Installed Packages

plotOptimalLine

Plot three lines on a risk chart, one vertical and two horizontal

List trees from an Ada model

treeset.randomForest

Generate a representation of a tree in a Random Forest

A default GGPlot2 theme for Rattle V6

Plot a risk chart

Generate an error matrix from actua and predicted data.

Draw trees from an Ada model

Extract Rattle and related package information.

Calculate the mode of a vector, array or list.

Calculate the dataset meta data for use by the Rattle V6 UI.

Plot a risk chart

rattle.print.summary.multinom

Print information about a multinomial model

Display the Rattle User Interface

Sample dataset of daily weather observations from Canberra airport in Australia.

List columns with unique values for every row.

printRandomForests

Print a representation of the Random Forest models to the console

randomForest2Rules

Generate accessible data structure of a randomForest model

Daily weather observations from multiple Australian weather stations.

Returns a list of the names of the numeric variables in a data frame.

The wine dataset from the UCI Machine Learning Repository.

Save a plot in some way

Given specific contents of env add other dataset related variables.

List Cluster Centers for a Hierarchical Cluster

Perform binning over numeric data

acquireAuditData

Generate the audit dataset.

Echo data in a human readable form.

calcInitialDigitDistr

Generate a frequency count of the initial digits

Determine area under a curve (e.g. a risk or recall curve) of a risk chart

List the rules corresponding to the rpart decision tree

Draw nodes of a decision tree

List the rules corresponding to the rpart decision tree

Sample dataset to illustrate Rattle functionality.

find_fewest_levels

Identify the categoric columns with the fewest values.

Interal Rattle user interface callbacks.

Summarise the performance of a data mining model

A wrapper for plotting rpart trees using prp

listAdaVarsUsed

List the variables used by an adaboost model