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Statistical analysis of various splitting criteria for decision trees

by Aaboub, Fadwa, Chamlal, Hasna, Ouaderhman, Tayeb
Published in Journal of algorithms & computational technology (01.01.2023)

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A preordonance-based decision tree method and its parallel implementation in the framework of Map-Reduce

by Chamlal, Hasna, Aaboub, Fadwa, Ouaderhman, Tayeb
Published in Applied soft computing (01.12.2024)

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A graph based preordonnances theoretic supervised feature selection in high dimensional data

by Chamlal, Hasna, Ouaderhman, Tayeb, Aaboub, Fadwa
Published in Knowledge-based systems (05.12.2022)

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Journal Article

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Preordonance correlation filter for feature selection in the high dimensional classification problem

by Chamlal, Hasna, Ouaderhman, Tayeb, Aaboub, Fadwa
Published in 2021 Fifth International Conference On Intelligent Computing in Data Sciences (ICDS) (20.10.2021)

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Conference Proceeding

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Analysis of the prediction performance of decision tree-based algorithms

by AABOUB, Fadwa, CHAMLAL, Hasna, OUADERHMAN, Tayeb
Published in 2023 International Conference on Decision Aid Sciences and Applications (DASA) (16.09.2023)

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Conference Proceeding

Statistical analysis of various splitting criteria for decision trees

A preordonance-based decision tree method and its parallel implementation in the framework of Map-Reduce

A graph based preordonnances theoretic supervised feature selection in high dimensional data

Preordonance correlation filter for feature selection in the high dimensional classification problem

Analysis of the prediction performance of decision tree-based algorithms

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