Discretization in R

Is anyone aware of a packag开发者_如何学Pythone that implements a supervised learning algorithm for the discretization of continuous variables?

The dprep package contained functions along this line, but the package has been deprecated. Any ideas?

Thanks for your help!

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You can still use the dprep package, but you have to install it from source (I just tested and it works well). However, you may well have a look at the discretization or infotheo packages which provide similar functionalities, e.g. equal interval width, equal frequency intervals, ChiMerge, etc.

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A simple example using infotheo

> set.seed(1)
> infotheo::discretize(rnorm(10))
   X
1  1
2  1
3  1
4  2
5  2
6  1
7  2
8  2
9  2
10 1