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Predicting Survival of Intensive Care Unit Patients with Support Vector Machines

This repository contains the documents and R notebooks for our Capstone Project.

Files and paths

  • .vscode is a directory containing configurations that make development and authoring in VSCode easier
  • docs is the directory containing the rendered html for our notebook
  • Journal is a directory contain a journal of sources for each team member
  • MIMIC_ICU_Data is a directory that holds a download of our data set and some R files for data exploration
  • Models is a scratch directory holding all the various debugging and tuning tests that we ran over the course of the project in search of an optimal model
  • presentation_images contains the two raster images displayed in the presentation
  • _quarto.yml is the notebook and websites configuration file
  • .gitignore contains the paths and names of files we don't want in the actual repo
  • .lintr is a configuration file for the R linter to check our code for common errors
  • .nojekyll is an empty file that prevents GitHub pages from attempting to render our content as a Jekyll Project
  • about.qmd is an information page about our project, team members, and helpful hint to getting our notebook running for yourself
  • index.qmd is the projects main notebook page and home of the website. this contains all the content for the paper
  • pkgs.r is a pre-render script that aims to ensure that all the necessary packages are installed prior to trying to render our files
  • README.md is this file
  • references.bib contains the bibliography for our project in bibtex format
  • slides.qmd is the notebook page for our presentation
  • STA6257_Project.Rproj is the R Project file to open our note book in RStudio

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