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LPDA: A new classification method based on linear programming

The search of separation hyperplanes is an efficient way to find rules with classification purposes. This paper presents an alternative mathematical programming formulation to existing methods to find a discriminant hyperplane. The hyperplane H is found by minimizing the sum of all the distances to...

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Detalles Bibliográficos
Autores principales: Nueda, María J., Gandía, Carmen, Molina, Mariola D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9262202/
https://www.ncbi.nlm.nih.gov/pubmed/35797275
http://dx.doi.org/10.1371/journal.pone.0270403