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K-Usually means is usually a clustering algorithm that uncovers fundamental patterns to team and categorize entities in unlabeled datasets. In this particular occasion, K refers to the number of clusters desired while in the dataset. The algorithm aims to assign Each and every knowledge position to your cluster whilst trying to keep Just about ever