A unified view of class-selection with probabilistic classifiers

DOI10.1016/j.patcog.2013.07.020zbMath1326.62139OpenAlexW1970036512MaRDI QIDQ898341

Hoel Le Capitaine

Publication date: 8 December 2015

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2013.07.020

zbMATH Keywords

probabilistic classificationreject optionsprobabilistic metricmultiple class-selection

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian problems; characterization of Bayes procedures (62C10) Pattern recognition, speech recognition (68T10)

Related Items (1)

Performance measures for classification systems with rejection

Uses Software

• UCI-ml
• LIBSVM

Cites Work

• Efficient max-margin multi-label classification with applications to zero-shot learning
• A family of measures for best top-\(n\) class-selective decision rules
• Similarity, kernels, and the triangle inequality
• BoosTexter: A boosting-based system for text categorization
• Triangular norms
• Approximations of the critical region of the fbietkan statistic
• The Bayesian Choice
• On Some Multiple Decision (Selection and Ranking) Rules
• On optimum recognition error and reject tradeoff
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