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April 08, 2014


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. I have been looking to ensemble the output from various regression models like SVM,ANN,MARS,KNN,Random forest,bagged tree,boosted tree ,by any kind of ensemble method (boosting,bagging,stacking).Is there any R package to do that

You might want to include the caret package by Max Kuhn, which unifies a lot of stuff related to ensemble learning.

Hi Swarnava Mitra,
Take a look at the hybridEnsemble package by Michel Ballings

CORElearn package provides some extensions of random forests, like weighting of trees for each individual instance based on out of bag set and several alternative feature evaluation measures. Additionally several other classification methods and machine learning tools are provided.

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