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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