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 |