Table 6.
10 fold cross-validation recall results for partial and fully-contained matches by PHI type and using the VHA evaluation corpus
|
10-fold cross-validation experiment | |||||
|---|---|---|---|---|---|
|
PHI type |
#Inst. |
PARTIAL MATCHES |
FULLY-CONTAINED MATCHES |
||
| MIST | HIDE | MIST | HIDE | ||
| Patient Name |
206 |
0.51 |
0.51 |
0.49 |
0.51 |
| Relative Name |
30 |
0 |
0.13 |
0 |
0.10 |
| Healthcare Provider Name |
492 |
0.58 |
0.61 |
0.54 |
0.59 |
| Other Person Name |
20 |
0 |
0.20 |
0 |
0.20 |
| Street City |
137 |
0.28 |
0.48 |
0.28 |
0.43 |
| State Country |
161 |
0.58 |
0.71 |
0.58 |
0.70 |
| Deployment |
43 |
0.19 |
0.28 |
0.16 |
0.21 |
| ZIP code |
4 |
0 |
0 |
0 |
0 |
| Healthcare Unit Name |
1453 |
0.55 |
0.61 |
0.52 |
0.58 |
| Other Org Name |
86 |
0.10 |
0.29 |
0.09 |
0.25 |
| Date |
2547 |
0.93 |
0.94 |
0.89 |
0.92 |
| Age > 89 |
4 |
0 |
0 |
0 |
0 |
| Phone Number |
90 |
0.27 |
0.88 |
0.23 |
0.78 |
| Electronic Address |
4 |
0.75 |
0.75 |
0 |
0.75 |
| SSN |
16 |
0.37 |
0.62 |
0.37 |
0.56 |
| Other ID Number | 123 | 0.37 | 0.72 | 0.34 | 0.65 |