Table 2 Statistics about predictive properties obtained for low-dimensional datasets
From: Efficient and effective pruning strategies for health data de-identification
Data | Trans. | Checked | Property | Â | Inserts | Hits | Antichain |
|---|---|---|---|---|---|---|---|
Adult | 12,960 | 1,180 (9.10 %) | Insufficient quality | ↑ | 1,062 | 74.69 % | 73.54 % |
|  |  |  | Insufficient protection | ↓ | 887 | 15.37 % | 93.01 % |
Cup | 45,000 | 1,524 (3.39 %) | Insufficient quality | ↑ | 1,435 | 80.93 % | 76.31 % |
|  |  |  | Insufficient protection | ↓ | 1,172 | 24.75 % | 96.84 % |
Fars | 20,736 | 1,342 (6.47 %) | Insufficient quality | ↑ | 1,161 | 75.44 % | 61.84 % |
|  |  |  | Insufficient protection | ↓ | 752 | 10.81 % | 88.43 % |
Atus | 34,992 | 1,022 (2.92 %) | Insufficient quality | ↑ | 903 | 82.53 % | 59.25 % |
|  |  |  | Insufficient protection | ↓ | 561 | 5.23 % | 95.37 % |
Ihis | 25,920 | 1,574 (6.07 %) | Insufficient quality | ↑ | 1,341 | 73.58 % | 42.80 % |
|  |  |  | Insufficient protection | ↓ | 679 | 7.91 % | 90.28 % |