Construction and assessment of classification rules /

Construction and Assessment of Classification Rules is an accessible book presenting the central issues and placing particular emphasis on comparison, performance assessment and how to match method to application. Some unusual allocation problems are outlined and a detailed discussion of performance...

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Bibliographic Details
Main Author: Hand, D. J (David J.), 1950-
Format: Book
Language:English
Published: Chichester ; New York : Wiley, ©1997
Chichester ; New York : c1997
Series:Wiley series in probability and statistics Probability and statistics
Wiley series in probability and statistics Probability and statistics.
Subjects:
Description
Summary:Construction and Assessment of Classification Rules is an accessible book presenting the central issues and placing particular emphasis on comparison, performance assessment and how to match method to application. Some unusual allocation problems are outlined and a detailed discussion of performance assessment is included. The methods used for different application domains, such as parametric method, smoothing methods and recursive partitioning are described. The author reviews different approaches and guides researchers and users to suitable classes of techniques
Item Description:Description based on print version record
Physical Description:1 online resource (xii, 214 p.) : ill
1 online resource (xii, 214 pages) : illustrations
Format:Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002
Bibliography:Includes bibliographical references (p. [195]-208) and index
Includes bibliographical references (pages 195-208) and index
ISBN:058533353X
9780585333533
Access:License restrictions may limit access