Rsquare for regresstion tree

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Tania
Tania il 13 Lug 2014
Commentato: Ilya il 14 Lug 2014
Hey! Does anyone know how I can calculate the rsquare for a regression tree?
Thank you!:)

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dpb
dpb il 13 Lug 2014

Più risposte (1)

Ilya
Ilya il 14 Lug 2014
R-square is the square of the Pearson correlation between predicted and observed response.
R2 = corr(yobs,yhat)^2
for column-vectors yobs and yhat.
  2 Commenti
Tania
Tania il 14 Lug 2014
Thanks dpd for the link, but it only shows how build the mse formula. Thanks llya, i tried to find the yobs & yhat in the documentation, but can not find it. Where did you find these information?
Thank you!
Ilya
Ilya il 14 Lug 2014
yobs and yhat are vectors of observed and predicted response values. You already have them. You can find definitions of R2 in many places such as Wikipedia or textbooks.

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