Table 10.
Micro measures for temporal relations computed for gold risk factors on the internal test set. Bold face shows the highest value across all three classifiers, with ties if difference ≤ 0.002
| Classifier | Internal test: temporal relation component |
|||||||
|---|---|---|---|---|---|---|---|---|
| CAD | DM | HLD | HTN | OBE | MED | all | ||
| Majority | P | .915 | .899 | .937 | .730 | .837 | .907 | .875 |
| R | .499 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | .954 | |
| F | .646 | .947 | .967 | .844 | .911 | .951 | .913 | |
| One Rule | P | .950 | .989 | .988 | .986 | .874 | .918 | .941 |
| R | .919 | .981 | .988 | .982 | .993 | .987 | .979 | |
| F | .934 | .985 | .988 | .984 | .930 | .951 | .960 | |
| SVM | P | .936 | .965 | .970 | .977 | .911 | .918 | .936 |
| R | .927 | .981 | .997 | .963 | 1.00 | .985 | .978 | |
| F | .931 | .973 | .983 | .970 | .953 | .950 | .956 | |