I’m employing an H2O gradient boosted Trees model to predict a binary dummy target variable.
My independent variables are binary dummies as well.
I want to use the variable importance output as a tool for the model interpretation.
- Is that a valid approach?
- Can I distinguish if the independent variable is seen as important at a 1 or 0 level?
Thank you so much in advance!