Table 6.
Micro measures (P=Precision, R=Recall, F=F-measure) for the full prediction of risk factors and temporal relations computed on the official test set. The Simple+PP+OAI setting of the risk factor component is used (see Table 8). Bold face shows the highest value across all three classifiers, with ties if difference ≤ 0.002
| Classifier | Official test: full system |
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CAD | DM | HLD | HTN | OBE | MED | FAM | SMO | all | ||
| Majority | P | .752 | .841 | .928 | .744 | .790 | .854 | .963 | .771 | .837 |
| R | .318 | .887 | .852 | .922 | .878 | .819 | .963 | .787 | .811 | |
| F | .447 | .864 | .888 | .824 | .832 | .836 | .963 | .779 | .824 | |
| One Rule | P | .797 | .942 | .964 | .938 | .853 | .860 | .963 | .771 | .881 |
| R | .691 | .880 | .850 | .913 | .863 | .814 | .963 | .787 | .833 | |
| F | .740 | .910 | .903 | .925 | .858 | .836 | .963 | .779 | .857 | |
| SVM | P | .757 | .917 | .955 | .931 | .828 | .864 | .963 | .771 | .876 |
| R | .693 | .875 | .850 | .913 | .847 | .808 | .963 | .787 | .830 | |
| F | .724 | .896 | .899 | .922 | .838 | .835 | .963 | .779 | .852 | |