Table 10 Analysis of data loss in terms of percentage of sensitive transactions modified with varying minimum threshold and % of sensitive patterns.
Dataset | \(\delta _{min}\) | % of Sensitive Patterns | Percentage of Transactions Modified (%) |
|---|---|---|---|
Chess | 0.9 | 0.01 | 14.28 |
0.9 | 0.02 | 12.50 | |
0.9 | 0.03 | 14.28 | |
0.9 | 0.04 | 25.00 | |
0.9 | 0.05 | 25.00 | |
0.85 | 0.01 | 33.33 | |
0.86 | 0.01 | 16.66 | |
0.87 | 0.01 | 16.66 | |
0.88 | 0.01 | 25.00 | |
0.89 | 0.01 | 16.66 | |
mushroom | 0.4 | 0.05 | 50.00 |
0.4 | 0.06 | 53.50 | |
0.4 | 0.07 | 61.34 | |
0.4 | 0.08 | 66.00 | |
0.4 | 0.09 | 67.67 | |
0.41 | 0.1 | 57.14 | |
0.42 | 0.1 | 44.47 | |
0.43 | 0.1 | 33.33 | |
0.44 | 0.1 | 55.5 | |
0.45 | 0.1 | 44.39 | |
T10I4D100K | 0.009 | 0.1 | 33.33 |
0.009 | 0.2 | 44.21 | |
0.009 | 0.3 | 44.26 | |
0.01 | 0.4 | 51.43 | |
0.011 | 0.4 | 44.15 | |
0.012 | 0.4 | 46.25 | |
0.013 | 0.4 | 46.96 | |
0.014 | 0.4 | 51.23 | |
HD | 0.024 | 0.02 | 16.23 |
0.026 | 0.02 | 50.1 | |
0.028 | 0.02 | 51.55 | |
0.03 | 0.02 | 55 | |
0.032 | 0.02 | 55 | |
0.025 | 0.01 | 56 | |
0.025 | 0.02 | 56 | |
0.025 | 0.03 | 58 | |
0.025 | 0.04 | 60 | |
0.025 | 0.05 | 60.25 | |
HAP | 0.032 | 0.02 | 37.5 |
0.034 | 0.02 | 33 | |
0.036 | 0.02 | 36.15 | |
0.038 | 0.02 | 37.5 | |
0.04 | 0.02 | 46 | |
0.03 | 0.02 | 45 | |
0.03 | 0.03 | 45.25 | |
0.03 | 0.04 | 50 | |
0.03 | 0.05 | 51.25 | |
0.03 | 0.06 | 52 |
