Machine Learning Modeling of Disease Treatment Default: A Comparative Analysis of Classification Models

Table 3

Contextual biographic and behavioral variables.

Biographic and behavioral metrics
Variable	Description
Age	Patient’s age
Gender	Gender of the patient
Advreact	Complaints of adverse drug reaction
Herbal	Use of herbal supplements
Missdose	Default in medication
Smoking	Smoking status
Exercise	Any physical activity
Alcohol	Use of alcohol
Diet	Whether on controlled diet
Staff attitude	Approval of healthcare provider attitude
Service_stf	Service rating
Attd_physician	Availability of a clinician
Queue_time	Concern for waiting time
Cmbd	Presence of comorbidities
Defaulter_status	Treatment status