Arboles de decisiones en el diagnóstico de enfermedades cardiovasculares
DOI:
https://doi.org/10.22517/23447214.1487Abstract
En este artículo se presenta una descripción de los árboles de decisión y del algoritmo ID3 (Induction Decision tree) para determinar si se debe o no aplicar fármacos a paciente con enfermedades cardiovasculares. En esta investigación se demuestra empíricamente que es posible diagnosticar la necesidad de administrar fármacos en pacientes con síntomas de enfermedad cardiovascular, usando las variables presión arterial, índice de colesterol, azúcar en la sangre, alergias a antibióticos y otras alergias, mediante la utilización de árboles de decisión con el algoritmo ID3 (Induction Decision tree) implementado en el lenguaje Java.Downloads
Downloads
-
Vistas(Views): 1678
- PDF (Español (España)) Descargas(Downloads): 2137
Published
How to Cite
Issue
Section
License
The undersigned authors declare that the article submitted to the journal Scientia et Technica is an original work and that all its content is free of third-party copyright restrictions or has the corresponding authorizations. Consequently, the authors assume responsibility for any litigation or claim related to intellectual property rights, releasing the Technological University of Pereira and the journal Scientia et Technica from any liability.
If the submitted work is accepted for publication, the authors retain copyright to the article and grant the journal Scientia et Technica the right of first publication, as well as a non-exclusive, perpetual license to reproduce, edit, distribute, display, and publicly communicate the article in any medium or format, including print, electronic, databases, repositories, the Internet, or other scientific dissemination systems. The authors agree that the article will be published in open access and distributed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0).
The journal Scientia will respect in all cases the moral rights of the authors, in accordance with the provisions of article 30 of Law 23 of 1982 of the Republic of Colombia, recognizing the authorship of the work, the right to integrity and the right of disclosure, which are inalienable and non-waivable.