Computer scienceData scienceMachine learningData preprocessing

Preprocessing categorical features

Theory

Employee Department Encoding

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You are analyzing an employee satisfaction survey dataset, which includes various features such as employee ID, department, job role, and satisfaction level. The "department" feature represents the department in which each employee works, including "HR," "Marketing," "Finance," and "Operations."

Based on the given scenario, which encoding method would be most appropriate for encoding the "department" feature?

Select one option from the list
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