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23 Feb 2012 Random Forest Creates an ensemble of cart trees similar to the matlab TreeBagger class. Author: Leo

Hi,
why do you call
TDindx = unique(TDindx);
when creating the forest?
I was under the impression that the use of bagging would improve the generalization abilities of the model, but through the call of unique, we are getting rid of all multiple instances. Why did you chose to not use bagging, but rather use subsets of the original data?

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