Question

Which of the following is a categorical feature?
Number of legs of an animal
Number of hours you study in a day
Branch of an engineering student
Your weekly expenditure in rupees.
Ethnicity of a person
Height of a person in inches

Answer 1

Answer:

Branch of an engineering student.

Explanation:

Branch of an engineering student Is a categorical feature.

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Answer 2

The branch of an engineering student is a categorical feature.

• A data can be classified into a categorical feature when we can categorize it in a specific class.
• The first option is not a categorical feature of a body. It is a quantitative feature. We cannot classify the number of legs of an animal in any category.
• Similarly for the other options, the number of hours you study in a day the, Height of a person in inches, and Your weekly expenditure in rupees are also quantitative features.
• Although, the Ethnicity of a person is a qualitative feature of a person.