Table 4. A summary of the Features of the clinics dataset.

Clinics Dataset
Feature	Feature type	Values
Age	discretised	{< 85 years, ≥ 85 years}
Gender	binary	Male/Female
Admission Year	integer	(1994, 1995, 1996, 1997)
Lives Alone	binary	Yes/No
Marital Status	categorical	Widowed/Single/Married/Other
Admission Method	categorical	Emergency Admission/Emergency GP/Transfer/Planned Admission
Season	categorical	Spring/Summer/Autumn/Winter
Stroke	binary	Yes/No
Fall	binary	Yes/No
Decreased Mobility	binary	Yes/No
Confusion	binary	Yes/No
Urine Incontinence	binary	Yes/No
Secondary Reasons	binary	Yes/No
Barthel Score	intervalised	{1, 2–10, 11–19, 20+}
Destination	categorical	deceased/home/transfer
Duration of Stay	categorical	{0–17, 18–49, 50+}