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A Monte Carlo study of thirty internal criterion measures for cluster analysis. (English) Zbl 0472.62070


MSC:

62H30 Classification and discrimination; cluster analysis (statistical aspects)
65C05 Monte Carlo methods

Software:

LLRANDOM
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Full Text: DOI

References:

[1] Downton, M., & Brennan, T. Comparing classifications: An evaluation of several coefficients of partition agreement. Paper presented at the meeting of the Classification Society, Boulder, Colorado, June 1980.
[2] Dudewicz, E. J.IRCCRAND-The Ohio State University random number generator package (Tech. Rep. No. 104). Columbus, Ohio: The Ohio State University, Department of Statistics, 1974.
[3] Edelbrock, C., & McLaughlin, B. Intraclass correlations as metrics for hierarchical cluster analysis: Parametric comparisons using the mixture model. Paper presented at the meeting of the Classification Society, Gainesville, Florida, April 1979.
[4] Fowlkes, E. B., & Mallows, C. L.A new measure of similarity between two hierarchical clusterings and its use in studying hierarchical clustering methods. Paper presented at the meeting of the Classification Society, Boulder, Colorado, June 1980.
[5] Learmonth, G. P., & Lewis, P. A. W.Naval Postgraduate School random number generator package LLRANDOM (Tech. Rep. NPS55LW73061A). Monterey, Calif.: Naval Postgraduate School, Department of Operations Research and Administrative Sciences, 1973.
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