Hi Theofilos,

That would be great! I think it could easily be done by adding new
Criterion classes into the _tree.pyx file.

Note however that we are currently refactoring the core tree module.
It may be best to wait for it to merged for you to start coding -
otherwise you may end up with lots of conflicts.
https://github.com/scikit-learn/scikit-learn/pull/2131

Best,

Gilles

On 7 July 2013 09:48, Theofilos Strinopoulos <[email protected]> wrote:
> Hi everyone,
>
> I would like to write code for conditional inference trees. Conditional
> inference trees use a significance criterion to split as opposed to an
> information criterion, see for example:
>
> http://statmath.wu-wien.ac.at/~zeileis/papers/Hothorn+Hornik+Zeileis-2006.pdf
> http://cran.r-project.org/web/packages/party/vignettes/party.pdf
>
> Do people think this would be useful? Would I be duplicating someone's work?
>
> Congrats on a fantastic piece of software, I hope to be part of it
>
> Theo Strinopoulos
>
> --
> cell: (310) 597 2552
>
>
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