you can use Mahout's Random Forests from the command line, take a look at the 
following :

https://cwiki.apache.org/MAHOUT/partial-implementation.html



________________________________
De : Keith Thompson <[email protected]>
À : [email protected]
Envoyé le : Lundi 23 Mai 2011 22h22
Objet : Random Forest from Command Line

I noticed the classes org.apache.mahout.df.mapreduce.inmem and
org.apache.mahout.df.mapreduce.partial are available for Random Decision
Forests; however, when I run bin/mahout these are not listed as available
command line options.  Does that mean these classification algorithms must
be called from within a hadoop job rather than run from the command line?

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