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Merging K-means with hierarchical clustering for identifying general-shaped groups

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Clustering partitions a dataset such that observations placed together in a group are similar but different from those in other groups. Hierarchical and K-means clustering are two approaches but have different strengths and weaknesses. For instance, hierarchic... ...