Regression on Criteo Sponsored Search Conversion Log (test)
2,798.53MSEUnbiased
Evaluation results
| Method | Links | |
|---|---|---|
| UnbiasedPrivacy Budget=+∞2026.01 | 2,798.53 | |
| UnbiasedPrivacy Budget=82026.01 | 2,911.97 | |
| RPWithPriorPrivacy Budget=82026.01 | 3,104.52 | |
| RPWithPriorPrivacy Budget=+∞2026.01 | 3,119.01 | |
| LaplacePrivacy Budget=+∞2026.01 | 3,119.31 | |
| GaussianPrivacy Budget=+∞2026.01 | 3,119.31 | |
| StaircasePrivacy Budget=+∞2026.01 | 3,119.31 | |
| LaplacePrivacy Budget=82026.01 | 3,164.46 | |
| RPWithPriorPrivacy Budget=62026.01 | 3,185.96 | |
| RPWithPriorPrivacy Budget=42026.01 | 3,229.45 | |
| UnbiasedPrivacy Budget=62026.01 | 3,241.17 | |
| LaplacePrivacy Budget=62026.01 | 3,339.38 | |
| LaplacePrivacy Budget=42026.01 | 3,551.65 | |
| LaplacePrivacy Budget=32026.01 | 3,848.77 | |
| RPWithPriorPrivacy Budget=32026.01 | 4,042.74 | |
| StaircasePrivacy Budget=42026.01 | 4,080.65 | |
| StaircasePrivacy Budget=32026.01 | 4,103.87 | |
| StaircasePrivacy Budget=62026.01 | 4,144.02 | |
| GaussianPrivacy Budget=82026.01 | 4,163.7 | |
| UnbiasedPrivacy Budget=42026.01 | 4,244.34 | |
| RPWithPriorPrivacy Budget=22026.01 | 4,306.8 | |
| RRonBinsPrivacy Budget=+∞2026.01 | 4,319.86 | |
| StaircasePrivacy Budget=82026.01 | 4,322.13 | |
| UnbiasedPrivacy Budget=32026.01 | 4,330.81 | |
| RRonBinsPrivacy Budget=82026.01 | 4,333.12 | |
| RRonBinsPrivacy Budget=62026.01 | 4,371.68 | |
| UnbiasedPrivacy Budget=22026.01 | 4,459.39 | |
| UnbiasedPrivacy Budget=1.52026.01 | 4,472.4 | |
| StaircasePrivacy Budget=22026.01 | 4,516.25 | |
| UnbiasedPrivacy Budget=1.02026.01 | 4,630.83 | |
| RPWithPriorPrivacy Budget=1.52026.01 | 4,659.06 | |
| RRonBinsPrivacy Budget=42026.01 | 4,769.61 | |
| UnbiasedPrivacy Budget=0.82026.01 | 4,769.94 | |
| LaplacePrivacy Budget=22026.01 | 4,787.05 | |
| UnbiasedPrivacy Budget=0.52026.01 | 4,826.07 | |
| GaussianPrivacy Budget=62026.01 | 5,024.29 | |
| StaircasePrivacy Budget=1.52026.01 | 5,301.81 | |
| RRonBinsPrivacy Budget=32026.01 | 5,577.5 | |
| RPWithPriorPrivacy Budget=1.02026.01 | 5,742.74 | |
| LaplacePrivacy Budget=1.52026.01 | 5,759.41 | |
| UnbiasedPrivacy Budget=0.32026.01 | 5,807.11 | |
| RPWithPriorPrivacy Budget=0.82026.01 | 5,931.67 | |
| RPWithPriorPrivacy Budget=0.52026.01 | 6,302.61 | |
| RPWithPriorPrivacy Budget=0.32026.01 | 6,526.58 | |
| RPWithPriorPrivacy Budget=0.12026.01 | 6,839.72 | |
| RPWithPriorPrivacy Budget=0.052026.01 | 6,882.55 | |
| GaussianPrivacy Budget=42026.01 | 7,081.23 | |
| RRonBinsPrivacy Budget=22026.01 | 7,294.93 | |
| StaircasePrivacy Budget=1.02026.01 | 7,762.13 | |
| UnbiasedPrivacy Budget=0.12026.01 | 7,884.54 | |
| RRonBinsPrivacy Budget=1.52026.01 | 8,406.88 | |
| LaplacePrivacy Budget=1.02026.01 | 8,854.12 | |
| RRonBinsPrivacy Budget=1.02026.01 | 9,744.08 | |
| GaussianPrivacy Budget=32026.01 | 9,780.89 | |
| RRonBinsPrivacy Budget=0.82026.01 | 10,256.37 | |
| StaircasePrivacy Budget=0.82026.01 | 10,328 | |
| UnbiasedPrivacy Budget=0.052026.01 | 10,572.59 | |
| RRonBinsPrivacy Budget=0.52026.01 | 10,907.33 | |
| RRonBinsPrivacy Budget=0.32026.01 | 11,185.2 | |
| RRonBinsPrivacy Budget=0.12026.01 | 11,328.04 | |
| RRonBinsPrivacy Budget=0.052026.01 | 11,339.71 | |
| LaplacePrivacy Budget=0.82026.01 | 11,982.8 | |
| GaussianPrivacy Budget=22026.01 | 17,620.97 | |
| StaircasePrivacy Budget=0.52026.01 | 21,717.01 | |
| LaplacePrivacy Budget=0.52026.01 | 24,659.75 | |
| GaussianPrivacy Budget=1.52026.01 | 28,740.18 | |
| StaircasePrivacy Budget=0.32026.01 | 55,470.3 | |
| GaussianPrivacy Budget=1.02026.01 | 58,036.92 | |
| LaplacePrivacy Budget=0.32026.01 | 60,599.02 | |
| GaussianPrivacy Budget=0.82026.01 | 87,173.02 | |
| GaussianPrivacy Budget=0.52026.01 | 215,649.49 | |
| StaircasePrivacy Budget=0.12026.01 | 464,807.11 | |
| LaplacePrivacy Budget=0.12026.01 | 472,390.91 | |
| GaussianPrivacy Budget=0.32026.01 | 567,545.99 | |
| StaircasePrivacy Budget=0.052026.01 | 1,736,473.22 | |
| LaplacePrivacy Budget=0.052026.01 | 1,878,491.63 | |
| GaussianPrivacy Budget=0.12026.01 | 4,458,946.92 | |
| GaussianPrivacy Budget=0.052026.01 | 16,803,328.94 |