Table 1.

Features used by XGboost and DRSA-BRE classifiers

XGboost	DRSA-BRA (simplified set of features)	DRSA-BRE (full set of features)
1. Diastolic blood pressure 2. Systolic blood pressure 3. Troponin elevation ratio 4. Age 5. Heart rate 6. Mean platelet volume 7. Neutrophil to lymphocyte ratio 8. Weight 9. Creatinine level 10. Eosinophil count 11. Red cell distribution width 12. Height 13. Hematocrit 14. Body mass index 15. Platelet count 16. HDL level 17. Fibrinogen level 18. Lymphocyte count 19. Platelet to lymphocyte ratio 20. LDL level		1. All features from simplified set AND 2. Diabetes status     Impaired glucose tolerance     Type 1 diabetes     Type 2 diabetes 3. Smoking status     Former smoker     Smoker     Non-smoker 4. Mean cell volume 5. Triglycerides level 6. Sodium level 7. Potassium level 8. TSH level 9. Total cholesterol level 10. Urea level 11. Monocyte count 12. Hemoglobin level 13. Sodium level 14. Aspartate aminotransferase level 15. Alanine aminotransferase level 16. History of pulmonary disease 17. Hypertension 18. History of previous stroke 19. Basophile count 20. History of renal failure 21. Activated partial thromboplastin time 22. History of heart failure 23. Previous coronary artery bypass grafting 24. Sex 25. History of myocardial infarction 26. History of coronary heart disease 27. Family history of coronary heart disease 28. History of percutaneous coronary interventions 29. History of peripheral artery disease