Which of the Following Possible Response Variables Is Most Appropriate

question 66

Multiple Choice

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

• A) annual earnings of a salesperson on commission
• B) whether or not an applicant will accept a job offer
• C) score a student will earn on a 100-point exam
• D) value of a share of stock for a corporation

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Definitions:

Water Constraint

A limitation or restriction on the availability or use of water resources in a certain area or for a specific purpose.

Disinfectants

Chemical agents used to eliminate or reduce harmful pathogens from surfaces, objects, or environments, contributing to infection control.

Hydrogen

A colorless, odorless, highly flammable gas, constituting the most abundant element in the universe and used in various industrial processes.

Oxygen

Oxygen is a chemical element with symbol O, essential for most life forms on Earth as part of the process of respiration and energy production within cells.