A Genetic Programming Strategy to Induce Logical Rules for Clinical Data Analysis

This paper proposes a machine learning approach dealing with genetic programming to build classifiers through logical rule induction. In this context, we define and test a set of mutation operators across from different clinical datasets to improve the performance of the proposal for each dataset. T...

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Bibliographic Details
Main Authors: José A. Castellanos-Garzón, Yeray Mezquita Martín, José Luis Jaimes S., Santiago M. López G., and Ernesto Costa
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Processes
Subjects:
Online Access:https://www.mdpi.com/2227-9717/8/12/1565