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Performance Analysis of 3-class Classifiers: Properties of a 3D ROC Surface and the Normalized Volume Under the Surface for the Ideal Observer

Classification of a given observation to one of three classes is an important task in many decision processes or pattern recognition applications. A general analysis of the performance of three-class classifiers results in a complex six-dimensional (6D) receiver operating characteristic (ROC) space,...

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Библиографические подробности
Главные авторы: Sahiner, Berkman, Chan, Heang-Ping, Hadjiiski, Lubomir
Формат: Artigo
Язык:Inglês
Опубликовано: 2008
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC3023151/
https://ncbi.nlm.nih.gov/pubmed/18334443
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2007.905822
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