Boosted Regression (Boosting): An introductory tutorial and a Stata ...
Boosted Regression (Boosting): An introductory tutorial and a Stata ...
Boosted Regression (Boosting): An introductory tutorial and a Stata ...
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Percentage Influence0 5 10 15 201234.....10.........20.........30.........40.........50Figure 9: Percentage of influence of variables x 1 through x 50 in the logistic regressionexampleTo visualize the effect of x 4 on the response, I group the predictions (on theprobability scale) from the training data set into 20 groups according to theircorresponding x 4 value. The first group contains predictions where 0