Noise calibration for Pufferfish privacy on Bank Marketing (test)
2.53Theta (Epsilon=0.1)Practical Relaxed Mechanism
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Practical Relaxed MechanismMechanism=Alg. 12026.01 | 2.53 | 1.42 | 1.04 | 0.84 | 0.72 | 0.64 | 0.58 | 0.53 | 0.49 | 0.46 | |
| W1 mechanismMechanism=W1 [8]2026.01 | 10 | 5 | 3.33 | 2.5 | 2 | 1.67 | 1.43 | 1.25 | 1.11 | 1 | |
| l1-sensitivity methodMechanism=l1 in Eq.(26)2026.01 | 20 | 10 | 6.67 | 5 | 4 | 3.33 | 2.86 | 2.5 | 2.22 | 2 |