Passing categorical data to Sklearn Decision Tree

Question

There are several posts about how to encode categorical data to Sklearn Decision trees, but from Sklearn documentation, we got these

Some advantages of d

Answer 1

For nominal categorical variables, I would not use LabelEncoderbut sklearn.preprocessing.OneHotEncoder or pandas.get_dummies instead because there is usually no order in these type of variables.