Capturing Heterogeneous Patient Needs in Hospitals: A Machine Learning Approach to Predict Staffing Needs: Supplementary Material

This supplementary material accompanies the paper 'Capturing Heterogeneous Patient Needs in Hospitals: A Machine Learning Approach to Predict Staffing Needs' (currently under review), offering additional details on the training procedures of the machine learning models used in the study. It includes expanded descriptions of the datasets utilized, the search spaces for hyperparameters, and configurations of the machine learning models. This additional document is provided to improve transparency, offer more detailed insights into the study’s methodology, and support further exploration by interested researchers.