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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Bibliographic Details
Main Authors: Solaf A. Hussain, Nadire Cavus, Boran Sekeroglu
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Applied Sciences
Subjects:
support vector regression
emotional artificial neural network
body fat percentage
hybrid model
Online Access:https://www.mdpi.com/2076-3417/11/21/9797

Internet

https://www.mdpi.com/2076-3417/11/21/9797

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