The Judgment Method Based on F-Test for the Best Clustering Scheme of Self-Organizing

Abstract:

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To avoid the optional and uncertainty when judge self-organization clustering results, we have introduced the F-test method what have used in mathematical statistics. The method calculat and compares inner-class distance and inter-class distance respectively what from various clustering schemes, and then get the best clustering scheme through the F-test analysis. The experiment results show that the method is athematically proved rigorously, program operation is stable and reliable, and with larger value both in theoretical research and engineering application.

Info:

Periodical:

Edited by:

Jerry Tian

Pages:

366-370

DOI:

10.4028/www.scientific.net/AMR.304.366

Citation:

D. S. Zhang and C. Ji, "The Judgment Method Based on F-Test for the Best Clustering Scheme of Self-Organizing", Advanced Materials Research, Vol. 304, pp. 366-370, 2011

Online since:

July 2011

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Price:

$35.00

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