Aplicación del modelo Neuro-Difuso ANFIS para la clasificación de la obesidad en niños y adolescentes


Aplicación del modelo Neuro-Difuso ANFIS para la clasificación de la obesidad en niños y adolescentes
Published in:	Innovation in Education and Inclusion : Proceedings of the 16th LACCEI International Multi-Conference for Engineering, Education and Technology
Date of Conference:	July 18-20, 2018
Location of Conference:	Lima, Perú
Authors:	Jose Sulla-Torres (Universidad Nacional de San Agustín, PE) Christian Soto-Paredes (Universidad Nacional de San Agustín, PE) Rocío Cárdenas-Soria (Universidad Nacional de San Agustín, PE) Lucía Huancco-Coila (Universidad Nacional de San Agustín, PE) Luis Alfaro-Casas (Universidad Nacional de San Agustín, PE) (Universidad Nacional de San Agustín)
Full Paper:	#53

Abstract: The objective of this article is to classify obesity in boys and adolescents, between 6 and 17 years old, using Neural Networks and Fuzzy Logic. The neuro-diffuse model ANFIS (Fuzzy Inference System of the Artificial Neural Network) was chosen. ANFIS includes a complete set of features for both the fuzzification, defuzzification, training and testing. Experimental tests show a 96.96% accuracy in classification and 3.04% error.