Machine Learning - Processing of Text Labels for Classification Problems (Feature Engineering)

Both methods convert text features into vectors composed of 01, which is convenient for computer processing, but will increase the label dimension. Each additional label classification will add a dimension.

1.sklearn.feature_extraction.DictVectorizer()

2.pandas.get_dummies

Official website addresspandas.get_dummies — pandas 1.4.2 documentation