Prediction-of-Length-of-Stay-for-Elective-Procedures-in-Irish-Hospitals

My MSc in Data Analytics thesis project.

Thesis report available to read at http://trap.ncirl.ie/id/eprint/4105

Can't include the actual data for confidentiality reasons.

The Accuracy Build R script includes some post thesis use of a more complex neural network. It provides balanced predictive performance between the classes of approx 75% and as such the XGBoost model remains the best performer.