The stability of two common matching functions in classification with respect to a proposed measure

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Abstract
A measure for the quantification of the changes in classification under small changes in data is proposed. A comparison of two common matching functions, namely the single matching function and the cosine function, is made with respect to the measure. The sensitivities of clusters defined as connected components and as maximal complete subgraphs are also compared.