Table 5.
The overall performance of the system at the risk factor level on the i2b2 test data
| Risk Factor | #Expected | #Predicted | #Correct | Precision | Recall | F-measure |
|---|---|---|---|---|---|---|
| CAD | 784 | 817 | 630 | 0.771 | 0.803 | 0.787 |
| DIABETES | 1,180 | 1,191 | 1,094 | 0.918 | 0.927 | 0.922 |
| OBESE | 262 | 296 | 250 | 0.844 | 0.954 | 0.896 |
| HYPERLIPIDEMIA | 751 | 769 | 712 | 0.925 | 0.948 | 0.936 |
| HYPERTENSION | 1,293 | 1,347 | 1,248 | 0.926 | 0.965 | 0.945 |
| MEDICATION | 5,674 | 6,316 | 5,512 | 0.872 | 0.971 | 0.919 |
| SMOKER | 512 | 514 | 470 | 0.914 | 0.918 | 0.916 |
| FAMILY_HIST | 514 | 514 | 492 | 0.957 | 0.957 | 0.957 |
| Total | 10,970 | 11,764 | 10,408 | 0.884 | 0.948 | 0.915 |