Hybrid Machine Learning Model for Body Fat Percentage Prediction Based on Support Vector Regression and Emotional Artificial Neural Networks

Hybrid Machine Learning Model for Body Fat Percentage Prediction Based on Support Vector Regression and Emotional Artificial Neural Networks

Obesity or excessive body fat causes multiple health problems and diseases. However, obesity treatment and control need an accurate determination of body fat percentage (BFP). The existing methods for BFP estimation require several procedures, which reduces their cost-effectivity and generalization....

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Detalles Bibliográficos
Autores principales: Solaf A. Hussain, Nadire Cavus, Boran Sekeroglu
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
support vector regression
emotional artificial neural network
body fat percentage
hybrid model
Technology
T
Engineering (General). Civil engineering (General)
TA1-2040
Biology (General)
QH301-705.5
Physics
QC1-999
Chemistry
QD1-999
Acceso en línea:https://doaj.org/article/91519aa093774c39a4bc4f8d7f3234a8
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https://doaj.org/article/91519aa093774c39a4bc4f8d7f3234a8

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