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The Validity of Three-Class Hotelling Trace (3-HT) in Describing Three-Class Task Performance: Comparison of Three-Class Volume Under ROC Surface (VUS) and 3-HT

In order to describe multiclass classification performance, several figures of merit (FOM) have been proposed. Among the earliest and most widely known of these is the three-class Hotelling trace (3-HT). The goal of this paper is to present theoretical and empirical data demonstrating the failure of...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: He, Xin, Frey, Eric C.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2009
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2760394/
https://ncbi.nlm.nih.gov/pubmed/19188107
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2008.928919
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