The TreeRank Tournament algorithm for multipartite ranking

DOI10.1080/10485252.2014.967770zbMath1328.62261OpenAlexW2045434623MaRDI QIDQ5256280

Sylvain Robbiano, Stéphan Clémençon

Publication date: 22 June 2015

Published in: Journal of Nonparametric Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/10485252.2014.967770

zbMATH Keywords

recursive partitioningROC surfacemultipartite rankingVUS optimisation

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Statistical decision theory (62C99)

Related Items (3)

A review on instance ranking problems in statistical learning ⋮ On the variable bandwidth kernel estimation of conditional \(U\)-statistics at optimal rates in sup-norm ⋮ Concentration inequalities for two-sample rank processes with application to bipartite ranking

Cites Work

• Ranking data with ordinal labels: optimality and pairwise aggregation
• Adaptive partitioning schemes for bipartite ranking
• Overlaying classifiers: A practical approach to optimal scoring
• Label ranking by learning pairwise preferences
• Ranking and empirical minimization of \(U\)-statistics
• An empirical comparison of learning algorithms for nonparametric scoring: the \textsc{TreeRank} algorithm and other methods
• Multiple-event forced-choice tasks in the theory of signal detectability
• Tree-Based Ranking Methods
• Random forests

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