On Loss Functions and Regret Bounds for Multi-Category Classification

DOI10.1109/TIT.2022.3167635zbMath1505.62490arXiv2005.08155OpenAlexW3024445905MaRDI QIDQ5096993

Xin-Wei Zhang, Zhiqiang Tan

Publication date: 19 August 2022

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2005.08155

zbMATH Keywords

regret boundsloss functionsmulti-class settingszero-one or cost-weighted classification loss

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

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