Actuarial Notes

SOA Exam SRM Sample Question 32

Study guide: Exam SRM

You are given a set of n observations, each with p features.

Determine which of the following statements is/are true with respect to clustering methods.

  • I. The n observations can be clustered on the basis of the p features to identify subgroups among the observations.

  • II. The p features can be clustered on the basis of the n observations to identify subgroups among the features.

  • III. Clustering is an unsupervised learning method and is often performed as part of an exploratory data analysis.

  • A) None

  • B) I and II only

  • C) I and III only

  • D) II and III only

  • E) The correct answer is not given by (A), (B), (C), or (D).

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