A telecom firm segments customers using a clustering model. Later, management notices that several customers frequently shift between segments over time due to changing usage patterns. Which limitati…

Question

A telecom firm segments customers using a clustering model. Later, management notices that several customers frequently shift between segments over time due to changing usage patterns. Which limitation of clustering is BEST reflected here?

PYQPulse · Accepted Answer

Cluster memberships may become unstable when customer behavior changes dynamically

A telecom firm segments customers using a clustering model. Later, management notices that several customers frequently shift between segments over time due to changing usage patterns. Which limitation of clustering is BEST reflected here?

Answer: A. Cluster memberships may become unstable when customer behavior changes dynamically