Identification and Progression of Heart Disease Risk Factors in Diabetic Patients from Longitudinal Electronic Health Records

Table 6

Performance of HDRFSystem on test set.

Risk factor	Macroaveraged			Microaveraged
	Precision	Recall	-score	Precision	Recall	-score
CAD	0.3455	0.2985	0.3203	0.5261	0.7334	0.6127
Diabetes	0.6876	0.6724	0.6799	0.9202	0.9483	0.9341
Family history	0.9728	0.9728	0.9728	0.9728	0.9728	0.9728
Hyperlipidemia	0.4504	0.4451	0.4477	0.8415	0.9334	0.8851
Hypertension	0.6970	0.7375	0.7166	0.8531	0.9613	0.9040
Medication	0.6703	0.6731	0.6717	0.8209	0.7908	0.8056
Obesity	0.1589	0.1652	0.1620	0.7683	0.9618	0.8542
Smoking history	0.8113	0.8113	0.8113	0.8113	0.8145	0.8129
Overall	0.8053	0.8515	0.8277	0.8138	0.8472	0.8302