This chapter describes the basic theory about classification, starting from a general description of the different approaches to classification and then illustrating in detail the principal methods which are used in the framework of assessment of food quality. Examples of application of the methods to different data sets are also provided.

Chapter 5 – Classification and Class-Modelling / Bevilacqua, Marta; Bucci, Remo; Magri', Andrea; Magri', Antonio; Nescatelli, Riccardo; Marini, Federico. - STAMPA. - 28(2013), pp. 171-233. [10.1016/B978-0-444-59528-7.00005-3].

Chapter 5 – Classification and Class-Modelling

BEVILACQUA, MARTA;BUCCI, Remo;MAGRI', Andrea;MAGRI', Antonio;NESCATELLI, RICCARDO;MARINI, Federico
2013

Abstract

This chapter describes the basic theory about classification, starting from a general description of the different approaches to classification and then illustrating in detail the principal methods which are used in the framework of assessment of food quality. Examples of application of the methods to different data sets are also provided.
2013
Data Handling in Science and Technology
9780444595287
Classification; Discrimination versus class-modelling; Discriminant analysis; Canonical variates analysis; Partial least squares-discriminant analysis; Non-parametric classification; Soft Independent Modelling of Class Analogies
02 Pubblicazione su volume::02a Capitolo, Articolo o Contributo
Chapter 5 – Classification and Class-Modelling / Bevilacqua, Marta; Bucci, Remo; Magri', Andrea; Magri', Antonio; Nescatelli, Riccardo; Marini, Federico. - STAMPA. - 28(2013), pp. 171-233. [10.1016/B978-0-444-59528-7.00005-3].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/517783
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