In Classification, Which of the Following Would Be Considered as a Categorical

question 29

Multiple Choice

In classification, which of the following would be considered as a categorical variable of interest for a credit approval decision for a requester?

• A) age of the requester
• B) income of the requester
• C) revolving balance of the requester
• D) reject or accept credit approval

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Definitions:

Theory of Planned Behavior

A psychological theory that predicts an individual's intention to engage in a behavior at a specific time and place by considering their attitudes, subjective norms, and perceived control over the behavior.

Health Behavior

The actions taken by individuals that affect their health, either positively or negatively.

Cognitive Factors

Elements of thinking, such as beliefs, perceptions, reasoning, and decision-making processes, that influence behavior and emotional states.

Self-Efficacy

An individual's belief in their own ability to succeed in specific situations or accomplish a task.