Question: Why do we need to encode categorical features? Group of answer choices Machine learning models cannot directly process text To avoid misinterpretation of ordinal relationships

Why do we need to encode categorical features?
Group of answer choices
Machine learning models cannot directly process text
To avoid misinterpretation of ordinal relationships
To improve efficiency
All of the above

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