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Clustering has to do with the identification of interesting distribution patterns and similarities, natural groupings or clusters, within a collection of objects in a dataset. Clustering is an unsupervised learning problem and can be distance-based or conceptual. In distance-based clustering the similarity criterion is based on distance. Objects belong to the same cluster if they are close according...
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