how to determine the high risk factors can be reduced or not using logistic regression or other appropriate method. The risk matrix and description variable in the picture. y=class target (positive/negative). Risk factor : 1. Gender 2. Age 3. Polyuria 4. Polydipsia 5. Sudden weight loss 6. Weakness 7. Polyphagia 8. Genital thrush 9. visual blurring 10. Itching 11. Irritability 12. delayed healing 13. partial paresis 14. muscle stiness 15. Alopecia 16. Obesity