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Current Analytical Chemistry

Editor-in-Chief

ISSN (Print): 1573-4110
ISSN (Online): 1875-6727

Classification Methods in Chemometrics

Author(s): Federico Marini

Volume 6, Issue 1, 2010

Page: [72 - 79] Pages: 8

DOI: 10.2174/157341110790069592

Price: $65

Abstract

Pattern recognition methods, i.e. the methods concentrating on the possibility of assigning an object to a class based on the result of a set of measurements are ubiquitous in chemometrics. In this paper, the main chemometric classification methods are discussed in terms of their nature, behavior, advantages and drawbacks. Both parametric and non parametric or discriminant and modeling techniques are illustrated together with a discussion of some applications to real world problems.

Keywords: Pattern recognition, Classification, Chemometrics, Discriminant analysis, Class modeling


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