Table 9.
Micro measures (P=Precision, R=Recall, F=F-measure) for risk factor identification on the official test set. Bold font highlights improvement of results with respect to the preceding experiment. Detailed categories: DM=Diabetes mellitus, HLD=Hyperlipidemia, HTN=Hypertension, OBE=Obese, MED=Medication, FAM=Family history of CAD, SMO=Smoker
| Experiment | Official test:risk factor detection component |
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CAD | DM | HLD | HTN | OBE | MED | FAM | SMO | all | ||
| Complex | P | .897 | .967 | .989 | .943 | .940 | .935 | .963 | .725 | .915 |
| R | .533 | .692 | .670 | .690 | .630 | .790 | .963 | .732 | .749 | |
| F | .669 | .807 | .799 | .797 | .755 | .857 | .963 | .729 | .824 | |
| Complex+PP | P | .897 | .962 | .980 | .938 | .937 | .935 | .963 | .725 | .915 |
| R | .533 | .772 | .707 | .857 | .740 | .793 | .963 | .732 | .781 | |
| F | .669 | .857 | .821 | .896 | .827 | .859 | .963 | .729 | .843 | |
| Complex+PP+OAI | P | .846 | .956 | .976 | .923 | .930 | .930 | .963 | .738 | .909 |
| R | .531 | .800 | .732 | .864 | .800 | .814 | .963 | .746 | .797 | |
| F | .652 | .871 | .836 | .892 | .860 | .868 | .963 | .742 | .850 | |
| Simple+PP | P | .799 | .926 | .961 | .931 | .919 | .920 | .963 | .751 | .900 |
| R | .583 | .810 | .797 | .875 | .790 | .806 | .963 | .768 | .806 | |
| F | .674 | .864 | .871 | .902 | .850 | .859 | .963 | .759 | .851 | |
| Simple+PP+OAI | P | .795 | .930 | .961 | .920 | .887 | .915 | .963 | .770 | .898 |
| R | .620 | .834 | .801 | .891 | .860 | .819 | .963 | .791 | .823 | |
| F | .697 | .880 | .874 | .905 | .873 | .864 | .963 | .780 | .859 | |