Osteoporosis Prediction
Overview of Features for the Model
Evaluation of Classification Algorithm Performance Using 4 Evaluation Metrics
- 1. Age - The individual's age (in years)
- 2. Gender - Gender
- 3. Hormonal Changes - Hormonal changes
- 4. Family History - Family history
- 5. Race/Ethnicity - Race/Ethnicity
- 6. Body Weight - Body weight
- 7. Calcium Intake - Calcium intake
- 8. Vitamin D Intake - Vitamin D intake
- 9. Physical Activity - Level of physical activity
- 10. Smoking - Smoking habits
- 11. Alcohol Consumption - Alcohol consumption
- 12. Medical Conditions - Pre-existing medical conditions
- 13. Medications - Regular medications
- 14. Prior Fractures - History of fractures