Problem
You are a counsellor in the MBA program and are responsible for suggesting majors to incoming students in line with their prospective jobs in IS, Marketing or Accounting. You used GMAT data of MBA alumni and made 3 clusters:
a. students who got a job in the IS field,
b. students who got a job in the marketing field, and
c. students who got a job in the accounting field.
The centroids of the 3 clusters are as follows:
Sophia is a candidate who has been admitted to the MBA program. She has the following GMAT scores: AWA 4, Quant 49, and Verbal 46. Which of the three majors (IS, Mktg, Acct) will you guide her towards? Explain your reasoning.