ROC curves in cost space

DOI10.1007/s10994-013-5328-9zbMath1293.68225OpenAlexW1976757343WikidataQ58642698 ScholiaQ58642698MaRDI QIDQ399907

César Ferri, José Hernández-Orallo, Peter A. Flach

Publication date: 20 August 2014

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-013-5328-9

zbMATH Keywords

ROC curvesarea under the ROC curve (AUC)cost curvescost-sensitive evaluationKendall tau distanceoperating conditionranking performance

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items (4)

The area under the ROC curve as a measure of clustering quality ⋮ ROC curves for regression ⋮ Selecting cash management models from a multiobjective perspective ⋮ Setting decision thresholds when operating conditions are uncertain

Uses Software

• UCI-ml

Cites Work

• Unnamed Item
• A polynomial solution for the Potato-peeling problem
• Measuring classifier performance: a coherent alternative to the area under the ROC curve
• PAV and the ROC convex hull
• A simplified method for lateral response analysis of suspension bridges under wind loads
• A NEW MEASURE OF RANK CORRELATION

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