Would any R expert explain the predic function in the randomforest package to me?
I want to get two prediction results for numberic response variable A and B seperately from following regression
result <-randomforest(A + B ~ C + D + E, data = dataset) predict(result)
I can get one prediction result. But prediction is neither A nor B. I can get the prediction results for both A and B from Mvpart and party package.
Thanks in advance!
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Best Answer
Build two forests using the same input data and different response variables, one forest for A and one for B.
You can then combine the output of the two trees to create a prediction {A,B}.