Pointwise exact bootstrap distributions of ROC curves

DOI10.1007/S10994-009-5134-6zbMath1475.62152OpenAlexW2611665460MaRDI QIDQ1959544

David Gadoury, Charles Dugas

Publication date: 7 October 2010

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

Full work available at URL: https://doi.org/10.1007/s10994-009-5134-6

zbMATH Keywords

bootstrapmodel selectioncoverage probabilitiesreceiver operating characteristics

Mathematics Subject Classification ID

Nonparametric tolerance and confidence regions (62G15) Nonparametric statistical resampling methods (62G09)

Related Items (1)

Pointwise exact bootstrap distributions of ROC curves

Uses Software

• UCI-ml
• bootstrap

Cites Work

• Unnamed Item
• Improved methods for bandwidth selection when estimating ROC curves.
• On the application of ROC analysis to predict classification performance under varying class distributions
• A response to Webb and Ting's on the application of ROC analysis to predict classification performance under varying class distributions
• Nonparametric and semiparametric estimation of the receiver operating characteristic curve
• Pointwise exact bootstrap distributions of ROC curves
• Kernel estimators of the ROC curve are better than empirical.
• PAV and the ROC convex hull
• A simplified method for lateral response analysis of suspension bridges under wind loads
• Nonparametric confidence intervals for receiver operating characteristic curves

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