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ERIC Number: EJ563456
Record Type: Journal
Publication Date: 1998
Pages: N/A
Abstractor: N/A
Reference Count: N/A
ISBN: N/A
ISSN: ISSN-0033-3123
A Comparison of the Classification Capabilities of the 1-Dimensional Kohonen Neural Network with Two Partitioning and Three Hierarchical Cluster Analysis Algorithms.
Waller, Niels G.; Kaiser, Heather A.; Illian, Janine B.; Manry, Mike
Psychometrika, v63 n1 p5-22 Mar 1998
The classification capabilities of the one-dimensional Kohonen neural network (T. Kohonen, 1995) were compared with those of two partitioning and three hierarchical cluster methods in 2,580 data sets with known cluster structure. Overall, the performance of the Kohonen networks was similar to, or better than, that of the others. Implications for psychometrics are discussed. (SLD)
Publication Type: Journal Articles; Reports - Evaluative
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A