Abstract
Five papers have appeared in the last three years that propose different fuzzy generalizations of Rand's classical comparison index for crisp clustering algorithms. We review the five generalizations, compare their complexities, and then give two numerical examples to compare their performance. Our extension (for the pairwise agreements) is O(n), while the other four generalizations are O(n2). © Springer-Verlag Berlin Heidelberg 2010.
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Anderson, D. T., Bezdek, J. C., Keller, J. M., & Popescu, M. (2010). A Comparison of Five Fuzzy Rand Indices. In Communications in Computer and Information Science (Vol. 80 PART 1, pp. 446–454). https://doi.org/10.1007/978-3-642-14055-6_46
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