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Diabetes-Modelling

Dataset as per Austin Public Health 2015-2017 (https://qri.cloud/open-data-archive/austin-austin-public-health-diabetes-self-management-education-participant-demographics-2015-2017)

Research, analysis of Type 2 diabetes in America

Visualisation Age Distribution against Diabetes

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Previous Diabetes Education against Diabetes

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Exercise against Diabetes

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Model Evaluation Logistic Regression

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Neural Network

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XGBoost (after hyperparameter tuning)

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Random Forest

  • Most important variable

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  • Variable importance factors

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