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Posted to user@mahout.apache.org by "Dmitri O.Kondratiev" <do...@gmail.com> on 2010/04/20 23:07:55 UTC

Function approximation in Mahout?

Hello,
Does Mahout support any function approximation frameworks, such as greedy
function approximation with gradient boosting (TreeNet)?
http://en.wikipedia.org/wiki/TreeNet#Names

Thanks!

Re: Function approximation in Mahout?

Posted by Ted Dunning <te...@gmail.com>.
Mahout does not have a lot of regression capabilities at this time, other
than various forms of binomial regression (SVM, logistic regression,
decision forests) but other forms of regression are relatively lacking.

Commons math has some capabilities, but not in a particularly scalable form.

What size is your problem?

On Tue, Apr 20, 2010 at 2:07 PM, Dmitri O.Kondratiev <do...@gmail.com>wrote:

> Hello,
> Does Mahout support any function approximation frameworks, such as greedy
> function approximation with gradient boosting (TreeNet)?
> http://en.wikipedia.org/wiki/TreeNet#Names
>
> Thanks!
>