Other packages > Find by keyword >

rattle  

R Data Science Supporting Rattle
View on CRAN: Click here


Download and install rattle package within the R console
Install from CRAN:
install.packages("rattle")

Install from Github:
library("remotes")
install_github("cran/rattle")

Install by package version:
library("remotes")
install_version("rattle", "5.6.2")



Attach the package and use:
library("rattle")
Maintained by
Graham Williams
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-01-22
Latest Update: 2022-03-21
Description:
The R Analytic Tool To Learn Easily (Rattle) provides a collection of utilities functions for the data scientist. A Gnome (RGtk2) based graphical interface is included 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 (or via ODBC), transform and explore the data, build and evaluate models, and export models as PMML (predictive modelling markup language) or as scores. 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. Note that RGtk2 and cairoDevice have been archived on CRAN. See for installation instructions.
How to cite:
Graham Williams (2013). rattle: R Data Science Supporting Rattle. R package version 5.6.2, https://cran.r-project.org/web/packages/rattle. Accessed 25 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:48), 2.6.25 (2013-01-22 14:38), 2.6.26 (2013-03-19 07:28), 3.0.2 (2014-02-06 19:31), 3.1.0 (2014-07-18 13:59), 3.3.0 (2014-09-07 09:20), 3.4.1 (2014-12-30 08:50), 3.5.0 (2015-07-14 19:16), 4.0.0 (2015-11-05 08:32), 4.0.5 (2015-11-25 00:13), 4.1.0 (2016-01-26 07:44), 5.1.0 (2017-09-05 09:31), 5.2.0 (2018-08-17 11:40), 5.3.0 (2019-12-16 07:20), 5.4.0 (2020-05-23 13:20), 5.5.1 (2022-03-21 14:10)
Other packages that cited rattle R package
View rattle citation profile
Other R packages that rattle depends, imports, suggests or enhances
Complete documentation for rattle
Functions, R codes and Examples using the rattle R package
Some associated functions: acquireAuditData . asRules . asRules.rpart . audit . binning . calcInitialDigitDistr . calculateAUC . centers.hclust . comcat . drawTreeNodes . drawTreesAda . errorMatrix . evaluateRisk . fancyRpartPlot . genPlotTitleCmd . ggVarImp . grouper . internal . listAdaVarsUsed . listTreesAda . listVersions . modalvalue . plotOptimalLine . plotRisk . printRandomForests . randomForest2Rules . rattle . rattle.print.summary.multinom . rattleInfo . riskchart . savePlotToFile . setupDataset . treeset.randomForest . weather . weatherAUS . whichNumerics . wine . 
Some associated R codes: acquireAuditData.R . ada.R . ada_gui.R . appendLibLog.R . asRules.rpart.R . associate.R . biclust.R . binning.R . clara.R . cluster.R . comcat.R . ctree.R . data.R . errorMatrix.R . evaluate.R . ewkm.R . execute.R . executeBoxPlot2.R . executeExploreGGRaptR.R . executeHistPlot2.R . executeLogTab.R . executeModelAda.R . executeModelGlm.R . executeModelRF.R . executeModelRxDForest.R . executeModelRxDTree.R . executeModelXGB.R . executePairsPlotSelect2.R . explore.R . export.R . fancyRpartPlot.R . ggVarImp.R . hclust.R . help.R . kmeans.R . loadLibs.R . loadTooltips.R . log.R . model.R . nnet.R . normVarNames.R . projects.R . psfchart.R . random_forest.R . rattle.R . rattleInfo.R . report.R . riskchart.R . rocChart.R . rpart.R . survival.R . test.R . textminer.R . textview.R . transform.R . unloadLibs.R . xgb.R . xgboostFormula.R . zzz.R .  Full rattle package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

imputeTS  
Time Series Missing Value Imputation
Imputation (replacement) of missing values in univariate time series. Offers several imputation fu ...
Download / Learn more Package Citations See dependency  
nlstools  
Tools for Nonlinear Regression Analysis
Several tools for assessing the quality of fit of a gaussian nonlinear model are provided. ...
Download / Learn more Package Citations See dependency  
guardianapi  
Access 'The Guardian' Newspaper Open Data API
Access to 'The Guardian' newspaper's open API , containing ...
Download / Learn more Package Citations See dependency  
CTT  
Classical Test Theory Functions
A collection of common test and item analyses from a classical test theory (CTT) framework. Analyses ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
RcmdrPlugin.aRnova  
R Commander Plug-in for Repeated-Measures ANOVA
R Commander plug-in for repeated-measures and mixed-design ('split-plot') ANOVA. It adds a new men ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA