Ordinal forests

DOI10.1007/s00357-018-9302-xOpenAlexW4231210484MaRDI QIDQ779002

Roman Hornung

Publication date: 21 July 2020

Published in: Journal of Classification (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00357-018-9302-x

zbMATH Keywords

predictionrandom forestcovariate importance rankingordinal response variable

Mathematics Subject Classification ID

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

Related Items (4)

A new approach in model selection for ordinal target variables ⋮ Ordinal trees and random forests: score-free recursive partitioning and improved ensembles ⋮ Efficient permutation testing of variable importance measures by the example of random forests ⋮ Tree-structured scale effects in binary and ordinal regression

Uses Software

• ranger
• ordinalForest
• Tunability

Cites Work

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• Tunability
• Random forest for ordinal responses: prediction and variable selection
• Random forests

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