[R] memory problems when combining randomForests

From: Eleni Rapsomaniki <e.rapsomaniki_at_mail.cryst.bbk.ac.uk>
Date: Thu 27 Jul 2006 - 02:57:48 EST


Dear all,

I am trying to train a randomForest using all my control data (12,000 cases, ~ 20 explanatory variables, 2 classes). Because of memory constraints, I have split my data into 7 subsets and trained a randomForest for each, hoping that using combine() afterwards would solve the memory issue. Unfortunately, combine() still runs out of memory. Is there anything else I can do? (I am not using the formula version)

Many Thanks
Eleni Rapsomaniki



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