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

Table 5

Performance of baseline system on test set.

Risk factor	Macroaveraged			Microaveraged
	Precision	Recall	-score	Precision	Recall	-score
CAD	0.2135	0.2311	0.2220	0.6652	0.5599	0.6080
Diabetes	0.6576	0.6745	0.6660	0.8692	0.9517	0.9086
Family history	0.9689	0.9689	0.9689	0.9689	0.9689	0.9689
Hyperlipidemia	0.4465	0.4412	0.4439	0.8434	0.9254	0.8825
Hypertension	0.3429	0.4833	0.4012	0.5579	0.6148	0.5850
Medication	0.5486	0.6534	0.5964	0.6227	0.7409	0.6767
Obesity	0.1402	0.1419	0.141	0.8447	0.8511	0.8479
Smoking history	0.6284	0.6284	0.6284	0.6284	0.6309	0.6296
Overall	0.6954	0.7634	0.7278	0.6779	0.7566	0.7151