[R] random Forests

Liaw, Andy andy_liaw at merck.com
Thu Sep 20 21:02:50 CEST 2007


1) See the help pages for save() and load().  We do this all the time. 

2) Prediction (or what you call scoring) given the matrix structure is
quite simple.  Take a look at the underlying C source code.  You can
write that in any language you want without much problem.

Andy

From: David Montgomery
> 
> Hi,
>  
> I am new to R and have a specific question about the 
> randomForest package and the saving of trees and scoring.
>  
> 1) I am looking to save the trees and score at a later time.  
> Is there a way to load the saved trees and use the predict 
> function?  Can objects be saved and loaded i.e. the 
> randomForest function call?  I dont want to have to rerun 
> trees.  Hopefully this applies to any stat type procedure 
> that requires scoring.
>  
> 2) Has anybody written any code in any other language that 
> optimizes scoring using the format that the trees are saved 
> in?  Ideally I would like to do real time scoring outside of 
> R and hoping that someone has code in python or c++developed 
> around the matrix format of the tree structure.
>  
> Thanks,
>  
> David
>  
>  
>  
>  
> 	[[alternative HTML version deleted]]
> 
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