Classification methods: an introductory survey

Details Classification methods: an introductory survey Classification methods: an introductory survey

Nov 1983

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=1983esasp.201...47k&link_type=abstract

In ESA Statist. Methods in Astron. p 47-58 (SEE N84-19196 09-89)

Statistics

7

Discriminant Analysis (Statistics), Factor Analysis, Multivariate Statistical Analysis, Pattern Recognition, Clumps, Galactic Clusters, Scaling Laws

Scientific paper

Classification techniques lie at the heart of a number of disciplines. Pattern recognition in particular has become a large subfield of engineering, some examples of its use are given. The general design of classification procedures for use in solving physical problems is discussed, with particular emphasis given to the effects of systematic error. The subjects multivariate analysis, factor analysis (principal component analysis), discriminant analysis, multidimensional scaling, cluster analysis and syntactic pattern recognition are discussed, and a bibliography is given for each. Some possibilities for the future classification of clusters of galaxies are indicated.

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