Research Article
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 |
|
|