Learn R Programming

⚠️There's a newer version (5.5.1) of this package.Take me there.

rattle (version 3.5.0)

Graphical User Interface for Data Mining in R

Description

The R Analytic Tool To Learn Easily (Rattle) provides a Gnome (RGtk2) based interface to R functionality for data mining. 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.

Copy Link

Version

Install

install.packages('rattle')

Monthly Downloads

5,384

Version

3.5.0

License

GPL (>= 2)

Maintainer

Graham Williams

Last Published

July 14th, 2015

Functions in rattle (3.5.0)

listAdaVarsUsed

List the variables used by an adaboost model

Interal Rattle user interface callbacks.

Save a plot in some way

randomForest2Rules

Generate accessible data structure of a randomForest model

List trees from an Ada model

List the rules corresponding to the rpart decision tree

rescale.by.group

Transform a numeric vector by grouping it according to the values of the supplied factor and then rescaling within the groups.

treeset.randomForest

Generate a representation of a tree in a Random Forest

List the rules corresponding to the rpart decision tree

Summarise the performance of a data mining model

List Cluster Centers for a Hierarchical Cluster

The wine dataset from the UCI Machien Learning Repository.

Returns a list of the names of the numeric variables in a data frame.

A wrapper for plotting rpart trees using prp

Sample dataset for illustration Rattle functionality.

Display the Rattle User Interface

Determine area under a curve (e.g. a risk or recall curve) of a risk chart

rattle.print.summary.multinom

Print information about a multinomial model

Calculate the mode of a vector, array or list.

Sample and full dataset for illustrating Rattle functionality.

printRandomForests

Print a representtaion of the Random Forest models to the console

plotOptimalLine

Plot three lines on a risk chart, one vertical and two horizontal

Plot a risk chart

Given specific contents of env add ohter dataset related variables.

Versions of Installed Packages

Extract Rattle and related package information.

Draw trees from an Ada model

calcInitialDigitDistr

Generate a frequency count of the initial digits

Plot a risk chart

Draw nodes of a decision tree

acquireAuditData

Generate the audit dataset.

genPlotTitleCmd

Generate a string to add a title to a plot

Perform binning over numeric data