Search results for “Random Forests”

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1 article
Journal of Public Health International Open Access

A Decision Tree Ensemble Approach to Diabetes Prediction using the Framingham Heart Dataset, Exploring the Role of AI-Associated Interventions in Reducing Diabetes-Related Adverse Outcomes Between Men and Women

Dec 2025 DOI 10.14302/issn.2641-4538.jphi-25-5886
Patricia Y. TalbertCorresponding author

Objective Diabetes poses significant public health challenges, with many individuals remaining undiagnosed and at risk of complications. This study aimed to evaluate the performance of decision tree ensemble methods for predicting diabetes onset using the Framingham Heart Study Teaching Dataset and…

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