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:

Twisted Ladder

A common metaphor used to describe the double helix structure of DNA, highlighting its two strands wound around each other.

X-Shaped Chromosomes

A description referring to the appearance of the X chromosome, one of the two sex chromosomes in many organisms, including humans.

Y-Shaped Chromosome

A reference to the Y chromosome, one of the two sex chromosomes in mammals, including humans, responsible for determining male biological characteristics.

Female

Pertaining to the sex that is typically characterized by the presence of two X chromosomes and is capable of bearing offspring or producing eggs.