Consider the following statements regarding classification algorithms: Statement 1: Random Forest functions as an ensemble of decision trees built on random bootstrap samples and feature subsets, which helps the model remain resistant to overfitting. Statement 2: The k-Nearest Neighbour (k-NN) algorithm is classified as a lazy learner because it eliminates the training phase, yet it is highly robust against noise when the k-value is set to 1. Choose the most appropriate answer from the options given below:

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Computer Science · Machine Learning Algorithms

Verified Solution4 OptionsUpdated: October 2026👁️1 View

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Statement 1 is true, but Statement 2 is false.

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