CACS486 Machine Learning

Machine LearningTU Board 2025

Explain the K nearest neighbor (KNN) algorithm. How does the value of k affect bias and variance? Given two classes of points: Class +1: (2, 2), (4, 4) Class −1: (4, 0), (0, 0) Determine the…

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Explain the K-nearest neighbor (KNN) algorithm. How does the value of k affect bias and variance? Given two classes of points: Class +1: (2, 2), (4, 4) Class −1: (4, 0), (0, 0) Determine the equation of the separating hyper-plane. [6+4]

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