Portfolio Details

Risk Prediction of Mortality

  • Category: Machine Learning, Deep Learning
  • Class: Advanced Data Science
  • Date: Fall 2022

Description

Constructed predictive models leveraging Regularized Regression (e.g., Ridge, Lasso), Principal Component Regression, Random Forest, Boosting, Neural Networks, and survival prediction techniques in the National Health and Nutrition Examination Survey (NHANES) Follow-up Study, achieving an accuracy of 83%