Ensemble feature selection for high dimensional data: a new method and a comparative study

DOI10.1007/S11634-017-0285-YzbMath1416.62141OpenAlexW2608839702MaRDI QIDQ1630850

Afef Ben Brahim, Mohamed Limam

Publication date: 5 December 2018

Published in: Advances in Data Analysis and Classification. ADAC (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11634-017-0285-y

zbMATH Keywords

classificationstabilityhigh dimensionalityensemble methodsfeature selection

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Statistical ranking and selection procedures (62F07)

Uses Software

• ElemStatLearn
• impute

Cites Work

• 10.1162/153244303322753616
• THE PROBABLE ERROR OF A MEAN
• Random forests

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