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Statistical classification is the problem of identifying the sub-population to which new observations belong, where the identity of the sub-population is unknown, on the basis of a training set of data containing observations whose sub-population is known. Therefore these classifications will show a variable behavior which can be studied by statistics.

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What is the most appropriate index for categorical data clustering?

I am trying to replicate a study published by Bai & Liang, 2022 which focuses on clustering purely categorical data which are mostly found in the UCI repository. In my experiment for K-Modes, I have o …