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Journal of the American Statistical Association Volume 113, 2018 - Issue 522
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Theory and Methods

On Reject and Refine Options in Multicategory Classification

Chong ZhangDepartment of Statistics and Actuarial Science, University of Waterloo, Waterloo, ON, CanadaView further author information
,
Wenbo WangDepartment of Mathematical Sciences, Binghamton University, State University of New York, Binghamton, NYView further author information
&
Xingye QiaoDepartment of Mathematical Sciences, Binghamton University, State University of New York, Binghamton, NYView further author information
Pages 730-745 | Received 01 Feb 2015, Published online: 06 Mar 2018

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Wenbo Wang & Xingye Qiao. (2023) Set-Valued Support Vector Machine with Bounded Error Rates. Journal of the American Statistical Association 118:544, pages 2847-2859.
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Articles from other publishers (3)

Kilian Hendrickx, Lorenzo Perini, Dries Van der Plas, Wannes Meert & Jesse Davis. (2024) Machine learning with a reject option: a survey. Machine Learning.
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Peng Zhao, Jia-Wei Shan, Yu-Jie Zhang & Zhi-Hua Zhou. (2024) Exploratory machine learning with unknown unknowns. Artificial Intelligence 327, pages 104059.
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Mustafa A. Kocak, David Ramirez, Elza Erkip & Dennis E. Shasha. (2021) SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness. IEEE Transactions on Pattern Analysis and Machine Intelligence 43:2, pages 663-678.
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