Worked Example (Scotland-England). Scores and validation labels
| Original title | BoW | TF-IDF | SBERT | Ensemble | Mapping | Label |
|---|---|---|---|---|---|---|
| Staff Nurse Band 5 | 72% | 68% | 89% | 82% | Registered Nurse | Correct |
| Senior Physiotherapist | 45% | 52% | 91% | 75% | Physiotherapist | Correct |
| Ward Manager | 38% | 41% | 76% | 58% | Service Manager | Partial |
| Cardiac Physiologist | 22% | 28% | 67% | 48% | Healthcare Science | Incorrect |
| Admin Officer Band 3 | 31% | 35% | 54% | 43% | Admin Officer | Correct |
| Original title | BoW | TF-IDF | SBERT | Ensemble | Mapping | Label |
|---|---|---|---|---|---|---|
| Staff Nurse Band 5 | 72% | 68% | 89% | 82% | Registered Nurse | Correct |
| Senior Physiotherapist | 45% | 52% | 91% | 75% | Physiotherapist | Correct |
| Ward Manager | 38% | 41% | 76% | 58% | Service Manager | Partial |
| Cardiac Physiologist | 22% | 28% | 67% | 48% | Healthcare Science | Incorrect |
| Admin Officer Band 3 | 31% | 35% | 54% | 43% | Admin Officer | Correct |