Our K-Neighbors Classifier model is designed to analyze various aspects of your lifestyle and personal background in order to generate predictions regarding your risk profile for cardiovascular disease.
By considering factors such as your general health, medical history, lifestyle habits, and demographic information, the model aims to provide insights into potential risk factors that may contribute to cardiovascular health concerns.
This model was trained on the The Behavioral Risk Factor Surveillance System (BRFSS) 2022 dataset.
The BRFSS is the nation’s premier system of health-related telephone surveys that collect state data about U.S. residents regarding their health-related risk behaviors, chronic health conditions, and use of preventive services.
Please note that the predictions provided by this model are for informational purposes only and should not be considered as a substitute for professional medical advice, diagnosis, or treatment.
This model is intended to provide insights based on provided data, but always consult with a qualified healthcare professional for personalized medical guidance.
To learn more about our project, check out our github below:
https://github.com/acdurr/CardioHealthModel