Table 1 Description of variables
Variable | Description | Data type | Feature range |
|---|---|---|---|
AUD Status | Either positive or negative. They are the target values as well. It is considered as class label | Binary | – |
AUD-Positive = 1 | |||
AUD-Negative = 0 | |||
Gender | Male or female | Categorical | (f1, f2) |
Age | Age of patient at time of Relay study | Numerical | (f3) |
Admission Type | Admitted patients or outpatients | Categorical | (f4, f5) |
Length of Stay | The amount of time the patient spent at the hospital for each visit | Numerical | (f6) |
ED | If the patient visited the emergency department prior to admission | Binary | (f7, f8) |
ICU | If the patient was transferred to the ICU | Binary | (f9, f10) |
Action Diagnosis | Reason why patients visited the hospital, scored according to the Danish version of ICD10 codes | Categorical | (f11, f12, … f361) |