-----Original Message-----
From: r-help-bounces at r-project.org
[mailto:r-help-bounces at r-project.org] On Behalf Of apresley
Sent: Tuesday, January 04, 2011 6:30 PM
To: r-help at r-project.org
Subject: Re: [R] randomForest speed improvements
Andy,
Thanks for the reply. I had no idea I could combine them
back ... that
actually will work pretty well. We can have several "worker
threads" load
up the RF's on different machines and/or cores, and then
re-assemble them.
RMPI might be an option down the road, but would be a bit of
overhead for us
now.
Using the method of combine() ... I was able to drastically reduce the
amount of time to build randomForest objects. IE, using
about 25,000 rows
(6 columns), it takes maybe 5 minutes on my laptop. Using 5
randomForest
objects (each with 5k rows), and then combining them, takes <
1 minute.
--
Anthony
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