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Construction and Assessment of Classification Rules

ISBN: 978-0-471-96583-1
Hardcover
232 pages
March 1997
List Price: US $192.50
Government Price: US $110.68
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BASIC IDEAS.

Introduction.

CONSTRUCTING RULES.

Fisher's LDA and Other Methods Based on Covariance Matrices.

Nonlinear Methods.

Recursive Partitioning Methods.

Nonparametric Smoothing Methods.

EVALUATING RULES.

Aspects of Evaluation.

Misclassification Rate.

Evaluating Two- Class Rules.

PRACTICAL ISSUES.

Some Special Problems.

Some Illustrative Applications.

Links and Comparisons Between Methods.

References.

Index.

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