15.6 Feature Interpretation

  • We can use the vip package to create a graph of feature importance
library(vip)
vip(cv_tree1, num_features = 20, geom = "point")
Variable importance based on the total reduction in MSE

Figure 15.3: Variable importance based on the total reduction in MSE