Re: [R] Random Forest %var(y)

2008-07-15 Thread Liaw, Andy
Better late than never, I suppose:

The second column is simply the first column divided by the variance of
the response that have been OOB up to that point (20 trees), times 100. 

Best,
Andy

From: David Katz
 
 The verbose option gives a display like:
 
  rf.500 -
 +   randomForest(new.x,trn.y,do.trace=20,ntree=100,nodesize=500,
 +importance=T)
  |  Out-of-bag   |
 Tree |  MSE  %Var(y) |
   20 |   0.9279   100.84 |
 
 
 What is the meaning of %var(y)100%? I expected that to 
 correspond to a
 model that was worse than random, but the predictions seem 
 much better than
 that on the o-o-bag estimates from predict(rf.500).
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[R] Random Forest %var(y)

2008-07-05 Thread David Katz

The verbose option gives a display like:

 rf.500 -
+   randomForest(new.x,trn.y,do.trace=20,ntree=100,nodesize=500,
+importance=T)
 |  Out-of-bag   |
Tree |  MSE  %Var(y) |
  20 |   0.9279   100.84 |


What is the meaning of %var(y)100%? I expected that to correspond to a
model that was worse than random, but the predictions seem much better than
that on the o-o-bag estimates from predict(rf.500).
-- 
View this message in context: 
http://www.nabble.com/Random-Forest--var%28y%29-tp18295412p18295412.html
Sent from the R help mailing list archive at Nabble.com.

__
R-help@r-project.org mailing list
https://stat.ethz.ch/mailman/listinfo/r-help
PLEASE do read the posting guide http://www.R-project.org/posting-guide.html
and provide commented, minimal, self-contained, reproducible code.