Khiops: A statistical discretization method of continuous attributes

DOI10.1023/B:MACH.0000019804.29836.05zbMath1067.68121OpenAlexW2133121564MaRDI QIDQ1771227

Marc Boullé

Publication date: 7 April 2005

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1023/b:mach.0000019804.29836.05

zbMATH Keywords

discretizationdata analysisdata miningmachine learning

Mathematics Subject Classification ID

Database theory (68P15) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (9)

MODL: a Bayes optimal discretization method for continuous attributes ⋮ Generation of rough sets reducts and constructs based on inter-class and intra-class information ⋮ Variable selection for Naïve Bayes classification ⋮ On mathematical optimization for clustering categories in contingency tables ⋮ Unsupervised discretization by two-dimensional MDL-based histogram ⋮ HDD: a hypercube division-based algorithm for discretisation ⋮ Fuzzy partitioning of continuous attributes through discretization methods to construct fuzzy decision tree classifiers ⋮ An effective discretization method for disposing high-dimensional data ⋮ Optimum simultaneous discretization with data grid models in supervised classification: a Bayesian model selection approach

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