Input decimated ensembles

DOI10.1007/s10044-002-0181-7zbMath1035.68107OpenAlexW2008416470MaRDI QIDQ1400855

Kagan Tumer, Nikunj C. Oza

Publication date: 14 August 2003

Published in: PAA. Pattern Analysis and Applications (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/2060/20020052415

zbMATH Keywords

ClassificationFeature selectionDimensionality reductionCombining classifierCorrelation reductionEnsembles

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

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Attribute bagging: Improving accuracy of classifier ensembles by using random feature subsets. ⋮ Greedy optimization classifiers ensemble based on diversity ⋮ Genetic algorithm-based feature set partitioning for classification problems ⋮ Taxonomy for characterizing ensemble methods in classification tasks: a review and annotated bibliography ⋮ EROS: Ensemble rough subspaces

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