Pairwise fusion matrix for combining classifiers

DOI10.1016/J.PATCOG.2007.01.031zbMath1115.68135OpenAlexW2103718437MaRDI QIDQ882250

Albert H. R. Ko, L. S. Oliveira, Alceu jun. De Souza Britto, Robert Sabourin

Publication date: 23 May 2007

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2007.01.031

zbMATH Keywords

majority votingpattern recognitionconfusion matrixfusion functioncombining classifiersensemble of learning machines

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items (1)

Matrixized learning machine with modified pairwise constraints

Uses Software

• PRTools

Cites Work

• Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy
• Boosting the margin: a new explanation for the effectiveness of voting methods
• Statistical Methods for Rates and Proportions
• Combining Pattern Classifiers
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