Hospital Admission Machine Learning

This is the top level directory for the application. Each sub-directory contains a README with the respective information for that directory.

File Structure

data

The original data provided by the hospital. The data is not saved to the repository!
data-generator

Generates multi-dimensional linear data with an optional amount of normally distributed noise.
experiment

Experimentation with alternative algorithms, such as Support Vector Machines (SVM).
feature-extractor

Python application that reads in the original hospital data and extracts the feature sets.
production

Contains the production C++ code for the final implementation of the RKGERS algorithm.
prototype

Experiment different approaches to the RKGERS algorithm.
results

Results from various algorithms applied to different data sets.
tmp

Blank directory used for temporary files. No data is contained in this folder.