The R Analytic Tool To Learn Easily (Rattle) provides a
Gnome (RGtk2) based interface to R functionality for data science.
The aim is to provide a simple and intuitive interface
that allows 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. All of this with knowing little
about R. All R commands are logged and commented through the log tab. Thus they
are available to the user as a script file or as an aide for the user to
learn R or to copy-and-paste directly into R itself.
Rattle also exports a number of utility
functions and the graphical user interface, invoked as rattle(), does
not need to be run to deploy these.
Version: |
5.1.0 |
Depends: |
R (≥ 2.13.0) |
Imports: |
stats, utils, ggplot2, grDevices, graphics, magrittr, methods, RGtk2, stringi, stringr, tidyr, dplyr, cairoDevice, XML, rpart.plot |
Suggests: |
pmml (≥ 1.2.13), bitops, colorspace, ada, amap, arules, arulesViz, biclust, cba, cluster, corrplot, descr, doBy, e1071, ellipse, fBasics, foreign, fpc, gdata, ggdendro, ggraptR, gplots, grid, gridExtra, gtools, gWidgetsRGtk2, hmeasure, Hmisc, kernlab, Matrix, mice, nnet, odfWeave, party, playwith, plyr, psych, randomForest, rattle.data, RColorBrewer, readxl, reshape, rggobi, ROCR, RODBC, rpart, SnowballC, survival, timeDate, tm, verification, wskm, RGtk2Extras, xgboost |
Published: |
2017-09-05 |
Author: |
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) |
Maintainer: |
Graham Williams <Graham.Williams at togaware.com> |
License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: |
http://rattle.togaware.com/ |
NeedsCompilation: |
no |
Citation: |
rattle citation info |
Materials: |
README NEWS |
In views: |
MachineLearning |
CRAN checks: |
rattle results |