K-Usually means is often a clustering algorithm that uncovers underlying styles to team and categorize entities in unlabeled datasets. In this occasion, K refers to the amount of clusters necessary in the dataset. The algorithm aims to assign Each individual facts issue to your cluster when preserving Every single cluster as restricted-knit and dis