Nearest neighbors distance ratio open-set classifier

DOI10.1007/s10994-016-5610-8zbMath1412.68190OpenAlexW2248269543MaRDI QIDQ2014579

Daniel V. Pazinato, Roberto M. de Souza, Rafael de O. Werneck, Otávio A. B. Penatti, Bernardo V. Stein, Anderson Rocha, Pedro R. Mendes Júnior, Waldir R. de Almeida, Ricardo da Silva Torres

Publication date: 25 August 2017

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

Full work available at URL: https://doi.org/10.1007/s10994-016-5610-8

zbMATH Keywords

nearest neighbor classifiernearest neighbors distance ratioopen-set evaluation measuresopen-set nearest-neighbor classifieropen-set recognition

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (2)

Unnamed Item ⋮ Open set recognition algorithm based on conditional Gaussian encoder

Uses Software

• LIBSVM
• SIFT
• Caltech-256
• ALOI
• PRMLT

Cites Work

• A survey of outlier detection methodologies
• Estimating the Support of a High-Dimensional Distribution
• 10.1162/15324430260185574
• Fuzzy Twin Support Vector Machines for Pattern Classification
• A tutorial on ν‐support vector machines
• On optimum recognition error and reject tradeoff
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