Are Decision Trees Robust to Outliers I read that decision trees (I am using scikit-learn's classifier) are robust to outlier. Does that mean that I will not have any side-effect if I choose not to remove my outliers?
Yes.
Because decision trees divide items by lines, so it does not difference how far is a point from lines.