Which of the Following Possible Response Variables Is Most Appropriate

question 60

Multiple Choice

Which of the following possible response variables is most appropriate to predict using a classification tree?

• A) annual product demand
• B) weekly natural gas consumption
• C) grade point average
• D) annual amount charged (in $) by a credit card holder
• E) whether or not a discount club member will renew their membership

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Definitions:

Abused Women

Females who have experienced physical, emotional, sexual, or psychological harm by a partner, family member, or someone in their environment.

Abusive Relationships

Relationships characterized by patterns of harmful behavior by one partner towards another, which can be physical, emotional, sexual, or psychological.

Abusive Husbands

Husbands who engage in patterns of behavior aimed at controlling or dominating their spouses through physical, emotional, psychological, or sexual abuse.

Admit Guilt

The process by which an individual accepts responsibility for their actions, often in a legal context, acknowledging involvement in a crime.