Differentially Private N-gram Extraction on MSNBC (test)
17Count (N=1)DPNE
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DPNEDelta_n=10, epsilon=1, delta=10^-7, eta=0.012021.08 | 17 | 254 | 1,273 | 1,954 | 2,221 | 2,020 | 7,739 | |
| DPSU-allDelta_n=10, epsilon=1, delta=10^-7, eta=0.012021.08 | 17 | 249 | 930 | 1,145 | 1,007 | 768 | 4,116 | |
| DPSU-evenDelta_n=10, epsilon=1, delta=10^-7, eta=0.012021.08 | 17 | 246 | 899 | 1,107 | 996 | 766 | 4,031 | |
| DPSU-singleDelta_n=10, epsilon=1, delta=10^-7, eta=0.012021.08 | 17 | 260 | 1,483 | 2,180 | 2,210 | 1,819 | — |