Research Article
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 |
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