A fast supervised density-based discretization algorithm for classification tasks in the medical domain.

Discretization is a preprocessing technique used for converting continuous features into categorical. This step is essential for processing algorithms that cannot handle continuous data as input. In addition, in the big data era, it is important for a discretizer to be able to efficiently discretize...

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Bibliographic Details
Published in:Health Informatics Journal Vol. 28; no. 1; pp. 1 - 23
Main Authors: Aristodimou, Aristos, Diavastos, Andreas, Pattichis, Constantinos S
Format: Journal Article
Published: Sage Publications Inc. Jan-Mar2022
Online Access:View this record in EBSCOhost