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How do I remove heterogeneity of data that is present even after clustering?

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How do I remove heterogeneity of data that is present even after clustering?

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A. You can re-cluster the clusters. Select cluster of your interest and again perform clustering on it. Repeat this until you get a homogeneous cluster.

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