Table 3.
Comparator classifier’s performance on the training and test datasets for UI and BD
| Urinary incontinence |
Bowel dysfunction |
||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Precision |
Recall |
f1-score |
Precision |
Recall |
f1-score |
Precision |
Recall |
f1-score |
Precision |
Recall |
f1-score |
||
| On training set | On test set | On training set | On test set | ||||||||||
| Affirmed | 1.00 | 1.00 | 1.00 | 1.00 | 0.44 | 0.61 | 1.00 | 1.00 | 1.00 | 0.20 | 0.50 | 0.29 | |
| Negated | 1.00 | 1.00 | 1.00 | 0.25 | 0.80 | 0.38 | 1.00 | 1.00 | 1.00 | 0.90 | 0.61 | 0.73 | |
| Risk | 1.00 | 1.00 | 1.00 | 0.67 | 0.55 | 0.60 | 1.00 | 1.00 | 1.00 | 0.35 | 0.47 | 0.40 | |
| avg/total | 1.00 | 1.00 | 1.00 | 0.77 | 0.53 | 0.57 | 1.00 | 1.00 | 1.00 | 0.71 | 0.57 | 0.61 | |