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This short article, therefore, provides an entropy-based distance metric that quantifies the distance between groups by exploiting the data supplied by different attributes that correlate with the target one. It also preserves your order relationship among ordinal categories through the distance measurement. Since characteristics are correlated in different levels, we also define the interdependence between different sorts of characteristics to load their particular efforts