Identification of Risk Factors Associated with Obesity and Overweight—A Machine Learning Overview

Social determining factors such as the adverse influence of globalization, supermarket growth, fast unplanned urbanization, sedentary lifestyle, economy, and social position slowly develop behavioral risk factors in humans. Behavioral risk factors such as unhealthy habits, improper diet, and physica...

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Veröffentlicht in:	Sensors (Basel, Switzerland) Jg. 20; H. 9; S. 2734
Hauptverfasser:	Chatterjee, Ayan, Gerdes, Martin W., Martinez, Santiago G.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Switzerland MDPI 11.05.2020 MDPI AG
Schlagworte:	Adult BMI classification Exercise Female Humans Machine Learning Male Middle Aged obesity Obesity - epidemiology overweight Overweight - epidemiology Pregnancy regression Risk Factors Young Adult python sensor data hypothesis test eCoach normal distribution classification machine learning monitoring Sklearn deep learning regression discrimination Prisma data visualization calibration gradient descent lifestyle diseases overweight model performance obesity BMI
ISSN:	1424-8220, 1424-8220
Online-Zugang:	Volltext
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