Multi-Objective Evolutionary Rule-Based Classification with Categorical Data

The ease of interpretation of a classification model is essential for the task of validating it. Sometimes it is required to clearly explain the classification process of a model’s predictions. Models which are inherently easier to interpret can be effortlessly related to the context of th...

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Bibliographic Details
Main Authors: Fernando Jiménez, Carlos Martínez, Luis Miralles-Pechuán, Gracia Sánchez, Guido Sciavicco
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/20/9/684