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K-Indicates is often a clustering algorithm that uncovers underlying styles to team and categorize entities in unlabeled datasets. Within this instance, K refers to the amount of clusters required from the dataset. The algorithm aims to assign Every knowledge stage to the cluster even though preserving each cluster as restricted-knit and unique as