Hi! Nice to meet you.
Hello! My name is Noelle Pablo. I completed my B.S. in Statistics at California Polytechnic State University, San Luis Obispo, and my M.S. in Applied Statistics, Analytics, and Data Science at the University of Kansas. I enjoy spending time with my friends, family, and my 18-year-old Westie, Shaquille Bean Pablo. I also love eating and cooking good food, singing, playing the guitar and piano, fashion, traveling, and sleeping.
My Blog
Predicting Hospital Readmission Using Tidymodels
I wanted to share one of my project presentations from the last class of my master’s program, Statistical Learning II. This project involved building a decision support tool using patient record data to predict the probability of hospital readmission. I used Shiny to build my decision support tool which featured an XGBoost model that I constructed using the tidymodels collection of R packages. In the presentation below, I briefly discuss the steps I took while building my decision support tool, including data pre-processing, feature engineering, and model building.
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