[[ Ссылка ]] What value of k should we use for the k-NN algorithm? Small values of k lead to a low-bias, high-variance classifier that can overfit to the training data. High values of k reduce the variance, but can lead to significant bias (a classifier that is inaccurate on the training data).

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