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Validation of cluster analysis results on validation data: A systematic framework

Validation of cluster analysis results on validation data: A systematic framework

Abstract Cluster analysis refers to a wide range of data analytic techniques for class discovery and is popular in many application fields. To assess the quality of a clustering result, different cluster validation procedures have been proposed in the literature. While there is extensive work on classical validation techniques, such …