Rattle (the R Analytical Tool To Learn Easily) presentsstatistical and visual summaries of data, transforms data into formsthat can be readily modelled, builds both unsupervised and supervisedmodels from the data, presents the performance of models graphically,and scores new datasets.
Install:

   
• Ubuntu and Debian GNU/Linux
• Microsoft Windows
• [Macintosh]
      

Rattle Screenshots: Gnome R Data Mining
Rattle can be started from R:


The Rattle Welcome screen:


Data Tab after loading a sample CSV dataset:


Some sample plots from Rattle


Exploring feature correlations:


Model Tab after building a decision tree


Decision Tree Plot


Risk Chart - Assessing Model Performance


All R commands are recorded in the Rattle Log for replay later on