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Update and rename k_nearest_neighbours.py to k_nearest_neighbors.py
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"""
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k-Nearest Neighbours (kNN) is a simple non-parametric supervised learning
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k-Nearest Neighbors (kNN) is a simple non-parametric supervised learning
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algorithm used for classification. Given some labelled training data, a given
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point is classified using its k nearest neighbours according to some distance
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metric. The most commonly occurring label among the neighbours becomes the label

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