RapidMiner

Discretization: Quartiles, Quintiles, Deciles, and Percentiles - How To

by RMStaff on ‎05-16-2017 05:45 AM

Quartiles, Quintiles, Deciles, and Percentiles are a subset of the subject of discretization.

 

When you want to break your data into any of the above, there is no need for a bespoke operator; you can use Discretize by Frequency as follows:

Discretization.jpgDiscretization1.jpg

And then select the number of bins as 4 for Quartiles, 5 for Quintiles, 10 for Deciles and 100 for Percentiles.

 

There is a range of different discretization techniques in Rapidminer and they are well described in our documentation:

https://docs.rapidminer.com/studio/operators/cleansing/binning/discretize_by_frequency.html