Determining the Relationship between U.S. County-Level Adult Obesity Rate and Multiple Risk Factors by PLS Regression and SVM Modeling Approaches

Determining the Relationship between U.S. County-Level Adult Obesity Rate and Multiple Risk Factors by PLS Regression and SVM Modeling Approaches

Data from the Center for Disease Control (CDC) has shown that the obesity rate doubled among adults within the past two decades. This upsurge was the result of changes in human behavior and environment.<br> <br> Partial least squares (PLS) regression and support vector machine (SVM) mod...

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Bibliographic Details
Main Author: Chau-Kuang Chen
Format: Article
Language:English
Published: International Institute of Informatics and Cybernetics 2015-02-01
Series:Journal of Systemics, Cybernetics and Informatics
Subjects:
Adult Obesity
Food Environment
PLS Regression
SVM Model
and Social Ecological Theory
Online Access:http://www.iiisci.org/Journal/CV$/sci/pdfs/ZA001BE15.pdf

Internet

http://www.iiisci.org/Journal/CV$/sci/pdfs/ZA001BE15.pdf

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