c(person("Graham", "Williams",
role=c("aut", "cph", "cre"),
email="Graham.Williams@togaware.com"),
person("Mark", "Vere Culp", role="cph"),
person("Ed", "Cox", role="ctb"),
person("Anthony", "Nolan", role="ctb"),
person("Denis", "White", role="cph"),
person("Daniele", "Medri", role="ctb"),
person("Akbar", "Waljee", role="ctb",
comment="OOB AUC for Random Forest"),
person("Brian", "Ripley", role="cph",
comment="print.summary.nnet"),
person("Jose", "Magana", role="ctb",
comment="ggpairs plots"),
person("Surendra", "Tipparaju", role="ctb",
comment="initial RevoScaleR/XDF"),
person("Durga", "Prasad Chappidi", role="ctb",
comment="initial RevoScaleR/XDF"),
person("Dinesh", "Manyam Venkata", role="ctb",
comment="initial RevoScaleR/XDF"),
person("Mrinal", "Chakraborty", role="ctb",
comment="initial RevoScaleR/XDF"),
person("Fang", "Zhou", role="ctb",
comment="initial xgboost"),
person("Cameron", "Chisholm", role="ctb",
comment="risk plot on risk chart"))
stats, utils, ggplot2, grDevices, graphics, magrittr, methods,
stringi, stringr, tidyr, dplyr, XML, rpart.plot
pmml (>= 1.2.13), bitops, colorspace, ada, amap, arules,
arulesViz, biclust, cairoDevice, cba, cluster, corrplot, descr,
doBy, e1071, ellipse, fBasics, foreign, fpc, gdata, ggdendro,
ggraptR, gplots, grid, gridExtra, gtools, gWidgetsRGtk2,
hmeasure, Hmisc, kernlab, Matrix, mice, nnet, party, playwith,
plyr, psych, randomForest, rattle.data, RColorBrewer, readxl,
reshape, rggobi, RGtk2, ROCR, RODBC, rpart, scales, SnowballC,
survival, timeDate, tm, verification, wskm, RGtk2Extras,
xgboost
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.
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)