Ensemble of randomized soft decision trees for robust classification

DOI10.1007/s12046-016-0465-zzbMath1348.62023OpenAlexW2298412435MaRDI QIDQ332765

Mohammad Hasan, M. Dambrine

Publication date: 9 November 2016

Published in: Sādhanā (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s12046-016-0465-z

zbMATH Keywords

fuzzy setdecision treebootstrappingensemble techniquesoft decision tree

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Decision theory (91B06) Statistical decision theory and fuzziness (62C86) Multivariate analysis and fuzziness (62H86)

Related Items (1)

Classification trees with soft splits optimized for ranking

Uses Software

• UCI-ml
• C4.5
• bootstrap
• KDD Cup

Cites Work

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• Bagging predictors
• On the handling of continuous-valued attributes in decision tree generation
• Ensemble Machine Learning
• 10.1162/1532443041827916
• Fuzzy sets
• An empirical comparison of ensemble methods based on classification trees
• Extremely randomized trees
• Random forests
• Data mining. Concepts and techniques

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