The ROC manifold for classification systems

DOI10.1016/j.patcog.2010.07.025zbMath1211.68362OpenAlexW1981807404MaRDI QIDQ614093

Steven N. Thorsen, Christine M. Schubert, Mark E. Oxley

Publication date: 23 December 2010

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2010.07.025

zbMATH Keywords

classificationBayes costmultiple classesreceiver operating characteristic (ROC) curveROC manifold

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items (6)

Multi-category diagnostic accuracy based on logistic regression ⋮ ROC representation for the discriminability of multi-classification markers ⋮ ROC curves for regression ⋮ Optimal receiver operating characteristic manifolds ⋮ The three-class ideal observer for univariate normal data: decision variable and ROC surface properties ⋮ Comparing Performance of Multiclass Classification Systems with ROC Manifolds: When Volume and Correct Classification Fails

Cites Work

• Unnamed Item
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• A probability path
• Multiple-event forced-choice tasks in the theory of signal detectability
• ROC Volumes – Should They Be Used?
• ROC Graphs for Assessing the Ability of a Diagnostic Marker to Detect Three Disease Classes with an Umbrella Ordering
• Machine Learning: ECML 2003

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