Ensuring homogeneity and heterogeneity within modelling segments for quant analytics uses

Ensuring homogeneity and heterogeneity within modelling segments for quant analytics uses Hi everyone!! Can anyone suggest a good statistical technique to ensure that the modelling segments are heterogeneous but the segment itself is homogeneous?? —   It seems like the major task of clustering , so search for measure that estimates quality of clustering structure …

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