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Actually, Jeff, it may not be.

The OP has likely overfit -- as a guess,  Depth is essentially
continuous and as.factor() produces too many levels. I would recommend
that the OP find a local statistical consultant to help him, as he
seems out of his depth, statistically. Failing that, he should
probably post to a statistical list like stats.stackexchange.com and
ask for statistical counsel there.

-- Bert

On Tue, Apr 30, 2013 at 8:59 AM, Jeff Newmiller
<jdnewmil at dcn.davis.ca.us> wrote: