Ricerca di soglie critiche per un test su matrici di confusione - Eugenio Brentari, Elena Poli - Vita e Pensiero - Articolo Statistica & Applicazioni

Ricerca di soglie critiche per un test su matrici di confusione

digital Ricerca di soglie critiche per un test su matrici di confusione
Article
journal STATISTICA & APPLICAZIONI
issue STATISTICA & APPLICAZIONI - 2004 - 2
title Ricerca di soglie critiche per un test su matrici di confusione
authors
publisher Vita e Pensiero
format Article | Pdf
online since 09-2017
issn 18246672 (print)
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This paper will discuss misclassification errors induced by human judgement. Facing different classifications coming from different trials, often researchers have to evaluate the goodness of classification proposed. Particularly, we propose an interesting application concerning olfactory measurement. In that field the accuracy of a confusion matrix is crucial, because the classification suggested by a panel of experts is collected by means of a confusion matrix.
The analysis of a confusion matrix we will perform in this study serves both to evaluate skills of judges, of whom the panel is composed, and to evaluate the discriminant capability of the element used to make the experiment.
This work will focus in establishing critical thresholds for the test thorough which we asses not random classification.

Keywords: Confusion Matrix, Misclassification, Critical Thresholds.

Authors biography

Eugenio Brentari, Dipartimento Metodi Quantitativi – Università degli Studi di Brescia – Contrada S. Chiara, 50, 25100 BRESCIA (e-mail: brentari@eco.unibs.it).
Elena Poli, Dipartimento Metodi Quantitativi – Università degli Studi di Brescia – Contrada S. Chiara, 50, 25100 BRESCIA (e-mail: polielen@eco.unibs.it ).

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