rattle (5.1.0)

3 users

Graphical User Interface for Data Science in R.


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.

Maintainer: Graham Williams
Author(s): 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)

License: GPL (>= 2)

Uses: cairoDevice, dplyr, ggplot2, magrittr, RGtk2, rpart.plot, stringi, stringr, tidyr, XML, Hmisc, Matrix, RColorBrewer, ROCR, RODBC, ada, amap, arules, bitops, cba, cluster, colorspace, doBy, e1071, ellipse, fBasics, foreign, fpc, gWidgetsRGtk2, gdata, gplots, gtools, kernlab, mice, odfWeave, party, playwith, pmml, psych, randomForest, reshape, rggobi, rpart, survival, tm, verification, biclust, descr, plyr, timeDate, nnet, corrplot, gridExtra, RGtk2Extras, arulesViz, ggdendro, hmeasure, SnowballC, wskm, xgboost, readxl, ggraptR, rattle.data
Reverse depends: mvc
Reverse suggests: pmml, rattle.data, wsrf

Released 12 months ago.

54 previous versions



  (0 votes)


  (0 votes)

Log in to vote.


No one has written a review of rattle yet. Want to be the first? Write one now.

Related packages: h2o, arules, xgboost, tensorflow, Rcmdr, JGR, RSNNS, rminer, ahaz, mlr, maptree, evtree, frbs, Cubist, C50, bst, CORElearn, hdm, grpreg, GMMBoost(20 best matches, based on common tags.)

Search for rattle on google, google scholar, r-help, r-devel.

Visit rattle on R Graphical Manual.