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Classification

Author: A D Gordon
Publisher: Boca Raton : Chapman & Hall/CRC, ©1999.
Series: Monographs on statistics and applied probability (Series), 82.
Edition/Format:   eBook : Document : English : 2nd edView all editions and formats
Summary:

Describes clustering and graphical methods of representing data, and offers advice on how to decide which methods of analysis best apply to a particular data set. This book also provides overviews of  Read more...

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Genre/Form: Electronic books
Additional Physical Format: Print version:
Gordon, A.D.
Classification.
Boca Raton : Chapman & Hall/CRC, ©1999
(DLC) 99025287
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: A D Gordon
ISBN: 1584880139 9781584880134 1420042106 9781420042108 1420042106
OCLC Number: 152674146
Notes: Title from PDF title page (viewed Feb. 1, 2007).
Description: 1 online resource (x, 256 pages) : illustrations.
Contents: Introduction Classification, Assignment, and Dissection Aims of Classification Stages in a Numerical Classification Data Sets Measures of Similarity and Dissimilarity Introduction Selected Measures of Similarity and Dissimilarity Some Difficulties Construction of Relevant Measures Partitions Partitioning Criteria Iterative Relocation Algorithms Mathematical Programming Other Partitioning Algorithms How Many Clusters? Links with Statistical Models Hierarchical Classifications Definitions and Representations Algorithms Choice of Clustering Strategy Consensus Trees More General Tree Models Other Clustering Procedures Fuzzy Clustering Constrained Classification Overlapping Classification Conceptual Clustering Classification of Symbolic Data Partitions of Partitions Graphical Representations Introduction Principal Coordinates Analysis Non-Metric Multidimensional Scaling Interactive Graphics and Self-Organizing Maps Biplots Cluster Validation and Description Introduction Cluster Validation Cluster Description References Author Index Subject Index
Series Title: Monographs on statistics and applied probability (Series), 82.
Responsibility: A.D. Gordon.

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"This book provides an excellent and comprehensive overview of the classification literaturecontains a considerable amount of new materialall chapters of this book are a pleasure to readWhile the Read more...

 
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