Developments in ROC Surface Analysis and Assessment of Diagnostic Markers in Three-Class Classification Problems

This article reviews current state of the art of ROC surface analysis and illustrates its use through an application on a pancreatic cancer diagnostic marker. Receiver Operating Characteristic (ROC) surfaces have been studied in the literature essentially only during the last decade and are conside...

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Bibliographic Details
Main Author: Christos T. Nakas
Format: Article
Language:English
Published: Instituto Nacional de Estatística | Statistics Portugal 2014-04-01
Series:Revstat Statistical Journal
Subjects:
Online Access:https://revstat.ine.pt/index.php/REVSTAT/article/view/143