scientific article; zbMATH DE number 6433474

zbMath1311.62011arXiv1310.4849MaRDI QIDQ5249577

Willem Waegeman, Krzysztof Dembczyński, Weiwei Cheng, Arkadiusz Jachnik, Eyke Hüllermeier

Publication date: 6 May 2015

Full work available at URL: https://arxiv.org/abs/1310.4849

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

statistical decision theoryregretmulti-label classificationstructured output predictionF-measureBayes-optimal predictions

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian problems; characterization of Bayes procedures (62C10)

Related Items (6)

Surrogate regret bounds for generalized classification performance metrics ⋮ Learning with mitigating random consistency from the accuracy measure ⋮ Multi-target prediction: a unifying view on problems and methods ⋮ Optimal rates for nonparametric F-score binary classification via post-processing ⋮ Calibrating AdaBoost for phoneme classification ⋮ Efficient set-valued prediction in multi-class classification

Uses Software

• WEKA
• ML-KNN

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