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Community Health and Preventive Medicine
Health, Human Performance and Recreation Undergraduate Honors Theses
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Ensemble Learning With Recursive Partitioning Methods To Explore Relationships Between Mental Health And Physical Activity, Jessica Gilmore
Ensemble Learning With Recursive Partitioning Methods To Explore Relationships Between Mental Health And Physical Activity, Jessica Gilmore
Health, Human Performance and Recreation Undergraduate Honors Theses
Physical and mental health are imperative to maintaining a well functioning immune system, which is especially critical during a global pandemic. Moreover, physical and mental health contribute to the overall quality of life experienced by an individual. Consequently, it is important to explore factors that contribute to both physical and mental health. Physical activity has been previously shown to improve physical and mental health yet many individuals do not get enough physical activity daily. Using data collected during the larger Exercise is Medicine (EIM) study, the current study utilized ensemble learning with recursive partitioning methods to explore the relationships that …