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An empirical study of robustness of nearest-neighbor relations in numerical taxonomy (1982)

Temple, J. T.

Springer

Mathematical geology 14 (1982), S. 675-678

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ISSN: 1573-8868

Keywords: robustness ; nearest-neighbor ; numerical taxonomy ; trilobites

Source: Springer Online Journal Archives 1860-2000

Topics: Geosciences , Mathematics

Notes: Abstract A measure of the robustness R (0 ⩽R ⩽ 1)of nearest-neighbor relations in a multivariate scatter is proposed. Empirical study of the dependence of robustness on the number of attributes in a set of numerical taxonomic data suggests that a robustness of 0.95 would be attained with ~90 attributes, while a robustness of 0.99 would require ~1000 attributes.

Type of Medium: Electronic Resource

URL: http://dx.doi.org/10.1007/BF01033888

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