On the Mitchell similarity measure and its application to pattern recognition
Pattern Recognition Letters
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In this paper, firstly, some existing measures of similarity are reviewed. Then we showed by some examples that some existing similarity measures do not fit well in some cases. At the same time, several new similarity measures are proposed and the relationships between some similarity measures are proved. Finally a comparison is made to show the proposed similarity measures are more reasonable than some existing similarity measures in general cases.