For calculating distances KNN uses a distance metric from the list of available metrics. Read this article for an overview of these metrics, and when they should be considered for use.
Originally from KDnuggets https://ift.tt/2JQbHKa
Most Popular Distance Metrics Used in KNN and When to Use Them
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