Table 10.
Entity-based micro-averaged IAA by PHI category
| PHI category | Micro precision | Micro Recall | Micro F1 |
|---|---|---|---|
| NAME | 0.971 | 0.944 | 0.957 |
| NAME: PATIENT | 0.958 | 0.934 | 0.946 |
| NAME: DOCTOR | 0.966 | 0.928 | 0.947 |
| NAME: USERNAME | 0.858 | 0.923 | 0.889 |
| PROFESSION | 0.756 | 0.678 | 0.714 |
| LOCATION | 0.838 | 0.862 | 0.850 |
| LOCATION: ROOM | 0.521 | 0.629 | 0.570 |
| LOCATION: DEPARTMENT | 0.320 | 0.497 | 0.389 |
| LOCATION: HOSPITAL | 0.866 | 0.808 | 0.836 |
| LOCATION: ORGANIZATION | 0.406 | 0.520 | 0.454 |
| LOCATION: STREET | 0.938 | 0.930 | 0.934 |
| LOCATION: CITY | 0.943 | 0.933 | 0.938 |
| LOCATION: STATE | 0.961 | 0.966 | 0.964 |
| LOCATION: COUNTRY | 0.822 | 0.774 | 0.797 |
| LOCATION: ZIP CODE | 0.995 | 0.985 | 0.990 |
| LOCATION: OTHER | 0.15035 | 0.41176 | 0.22 |
| AGE | 0.96937 | 0.94101 | 0.95498 |
| DATE | 0.96413 | 0.93437 | 0.94902 |
| CONTACT | 0.95068 | 0.92745 | 0.93891 |
| CONTACT: PHONE | 0.9439 | 0.92857 | 0.93616 |
| CONTACT: FAX | 1.0 | 0.625 | 0.7619 |
| CONTACT: EMAIL | 1.0 | 1.0 | 1.0 |
| CONTACT: URL | 0 | 0 | 0 |
| CONTACT: IPADDRESS | n/a | n/a | n/a |
| ID | 0.8644 | 0.87335 | 0.86882 |
| ID: SSN | n/a | n/a | n/a |
| ID: MEDICAL RECORD | 0.88386 | 0.87354 | 0.87837 |
| ID: HEALTH PLAN | 0.1 | 0.5 | 0.16667 |
| ID: ACCOUNT | n/a | n/a | n/a |
| ID: LICENSE | n/a | n/a | n/a |
| ID: VEHICLE | n/a | n/a | n/a |
| ID: DEVICE | 0.5035 | 0.4 | 0.44505 |
| ID: BIO ID | 0.01667 | 0.5 | 0.03226 |
| ID: ID NUMBER | 0.557 | 0.52922 | 0.54043 |
| OTHER | 0 | 0 | 0 |