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When Constructing the Argument for a Bagging Tree Strategy, the VarImpPlot

Question 33

Multiple Choice

When constructing the argument for a bagging tree strategy, the varImpPlot function displays feature importance graphically. For this we set the type argument to either equal 1 or 2. If type = 2, then what does this command?


A) to show the average decrease in the predictive variable mean in a percentage form
B) that R will use the average decrease in the Gini impurity index to compare the feature importance
C) to show the feature importance as the average decrease in overall accuracy
D) that R will use the average increase in the Gini impurity index to compare future importance

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