CRAN/E | rattle

rattle

Graphical User Interface for Data Science in R

Installation

About

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 Note that RGtk2 and cairoDevice have been archived on CRAN.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.

Citation rattle citation info
rattle.togaware.com/

Key Metrics

Version 5.5.1
R ≥ 3.5.0
Published 2022-03-21 760 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks rattle results

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Maintainer

Maintainer

Graham Williams

Graham.Williams@togaware.com

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

(OOB AUC for Random Forest)

Brian Ripley

cph

(print.summary.nnet)

Jose Magana

ctb

(ggpairs plots)

Surendra Tipparaju

ctb

(initial RevoScaleR/XDF)

Durga Prasad Chappidi

ctb

(initial RevoScaleR/XDF)

Dinesh Manyam Venkata

ctb

(initial RevoScaleR/XDF)

Mrinal Chakraborty

ctb

(initial RevoScaleR/XDF)

Fang Zhou

ctb

(initial xgboost)

Cameron Chisholm

ctb

(risk plot on risk chart)

Material

NEWS
Reference manual
Package source

Vignettes

Rattle Quick Start Guide

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

rattle archive

Depends

R ≥ 3.5.0
tibble
bitops

Imports

stats
utils
ggplot2
grDevices
graphics
magrittr
methods
stringi
stringr
tidyr
dplyr
XML
rpart.plot

Suggests

pmml ≥ 1.2.13
colorspace
ada
amap
arules
arulesViz
biclust
cairoDevice
cba
cluster
corrplot
descr
doBy
e1071
ellipse
fBasics
foreign
fpc
gdata
ggdendro
gplots
grid
gridExtra
gtools
Hmisc
janitor
kernlab
Matrix
mice
nnet
party
plyr
psych
RGtk2
randomForest
RColorBrewer
readxl
reshape
ROCR
RODBC
rpart
scales
SnowballC
survival
timeDate
tm
xgboost

Reverse Suggests

pmml