Table 10.
The classification results for major classes without family history on the 15 types of selected CUIs
| P-Micro | P-Macro | R-Micro | R-Macro | F-Micro | F-Macro | |
|---|---|---|---|---|---|---|
| Intuitive | ||||||
| LR | 0.9001 | 0.6695 | 0.9001 | 0.5979 | 0.9001 | 0.6206 |
| SVM | 0.9074 | 0.6725 | 0.9074 | 0.6065 | 0.9074 | 0.6274 |
| DT | 0.9285 | 0.6783 | 0.9285 | 0.6355 | 0.9285 | 0.6467 |
| RF | 0.8690 | 0.6417 | 0.8690 | 0.5740 | 0.8690 | 0.5952 |
| Textual | ||||||
| LR | 0.9188 | 0.8037 | 0.9188 | 0.7303 | 0.9188 | 0.7608 |
| SVM | 0.9273 | 0.8060 | 0.9273 | 0.7388 | 0.9273 | 0.7669 |
| DT | 0.9538 | 0.8160 | 0.9538 | 0.7633 | 0.9538 | 0.7849 |
| RF | 0.8864 | 0.7823 | 0.8864 | 0.7081 | 0.8864 | 0.7386 |
For each task, the best results are bolded. The underlined results can achieve the top 10 results reported in [20]