[R] help! Error in using Boosting...

Michael comtech.usa at gmail.com
Fri Jul 10 18:41:04 CEST 2009


Here is my code:
mygbm<-gbm.fit(y=mytraindata[, 1], x=mytraindata[, -1],
interaction.depth=4, shrinkage=0.001, n.trees=20000, bag.fraction=1,
distribution="bernoulli")

Here is the error:
Error in gbm.fit(y = mytraindata[, 1], x = mytraindata[, -1],
interaction.depth = 4,  :
  The dataset size is too small or subsampling rate is too large:
cRows*train.fraction*bag.fraction <= n.minobsinnode

What might be the problem?

Thanks a lot!




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