Decision trees using model ensemble-based nodes

DOI10.1016/j.patcog.2007.03.023zbMath1129.68057OpenAlexW2074691637MaRDI QIDQ996440

Hakan Altınçay

Publication date: 14 September 2007

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2007.03.023

zbMATH Keywords

model selectiondecision treesrandom subspace methodensemble-based decision nodesomnivariate decision trees

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Related Items (1)

Taxonomy for characterizing ensemble methods in classification tasks: a review and annotated bibliography

Uses Software

• UCI-ml
• PRTools

Cites Work

• Bagging predictors
• Bagging, boosting and the random subspace method for linear classifiers
• Multivariate decision trees
• Combining Pattern Classifiers
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