Classification Methods in Chemometrics

Title: Classification Methods in Chemometrics

Volume: 6 Issue: 1

Author(s): Federico Marini

Affiliation:

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

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.

Cite this article as:

Marini Federico, Classification Methods in Chemometrics, Current Analytical Chemistry 2010; 6 (1) . https://dx.doi.org/10.2174/157341110790069592