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Rattle Alternatives

Rattle Alternatives

Rattle

Rattle is a popular GUI for data mining using R. It presents statistical and visual summaries of data, transforms data so that it can be readily modelled, builds both unsupervised and supervised machine learning models from the data, presents the performance of models graphically, and scores new datasets for deployment into production. A key features is that all of your interactions through the graphical user interface are captured as an R script that can be readily executed in R independently of the Rattle interface. Use it as a tool to learn and develop your skills in R and then to build your initial models in Rattle to then be tuned in R which provides considerably more powerful options.
We give you the freedom to review the code, use it for whatever purpose you like, and to extend it however you like, without restriction, except that if you then distribute your changes you also need to distribute your source code under the same conditions.

Rattle clocks between 10,000 and 20,000 downloads per month from one of over 140 nodes.

To install and run open R and paste:
install.packages("rattle")
library(rattle)
rattle()

users include the largest banks in India, Australia's ANZ and Commonwealth Banks, the Australian Taxation Office, Australian Department of Immigration, Ulster Bank, Toyota Australia, Victorian Cancer Council, US Geological Survey, Carat Media Network, Institute of Infection and Immunity of the University Hospital of Wales, US National Institutes of Health, AIMIA Loyalty Marketing, Added Value, Stanford University, V.E.S Institute of Technology Mumbai, Microsoft, Chevron, Siemens, and many more.

Rattle is also used to teach the practise of data mining at U. of Canberra, Harbin Institute of Technology, Shenzhen Graduate School (since 2006), Australian Consortium for Social and Political Research (2011), Revolution Analytics (since 2012 and now Microsoft), International Centre for Free and Open Source Software in Kerala, India (2015) and many others.

Best Rattle Alternatives for Linux

You're looking for the best programs similar to Rattle. Check out our top picks. Below, let's see if there are any Rattle alternatives that support your platform.

R (programming language)

R (programming language)

FreeOpen SourceMacWindowsLinuxBSD

R is a free software environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment which was developed at...

Features:

  • Automatic data loading
  • Data Mining
RStudio

RStudio

FreeOpen SourceMacWindowsLinuxXfce

RStudio™ is an integrated development environment (IDE) for R. RStudio combines an intuitive user interface with powerful coding tools to help you get the most out of R....

Features:

  • Code completion
  • Embedded debugger
  • IDE
  • Session management
  • Syntax Highlighting
RKWard

RKWard

FreeOpen SourceMacWindowsLinux

RKWard is an easy to use, transparent frontend to the R programming language, a very powerful, yet hard-to-get-into scripting-language with a strong focus on statistic...

Deducer

Deducer

FreeOpen SourceMacWindowsLinuxXfce

Deducer is designed to be a free easy to use alternative to proprietary data analysis software such as SPSS, JMP, and Minitab. It has a menu system to do common data...

esquisse

esquisse

FreeOpen SourceMacWindowsLinux

RStudio add-in to make plots with ggplot2. Contribute to dreamRs/esquisse development by creating an account on GitHub. Exports R code. # From CRAN ...

ggraptR

ggraptR

FreeOpen SourceWindowsLinuxWebSelf-Hosted

ggraptR is an open source R package providing a GUI for visualization. It is based on principles of visualization analysis by Tamara Munzner, and also acts as a wrapper...

Features:

  • Data Mining
  • Gui

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