(a) Differentiate between supervised and unsupervised learning. (b) Present the KNN algorithm. What is the significance of the value of K in KNN…

(a) Differentiate between supervised and unsupervised learning.

(b) Present the KNN algorithm. What is the significance of the value of K in KNN algorithm?

(c) What are the limitations of k-means clustering? How can you minimize the limitations?

From the BCS Technical Cadre (ICT) October 2025 – 49th BCS Written (Special) (BPSC) exam, question 106 of 106.

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