Regression on Communities and Crime 1990 US Census / 1990 US LEMAS / 1995 FBI UCR (test (20%))
0.0177MSE (Mean)RPWithPrior
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RPWithPriorPrivacy Budget=+∞2026.01 | 0.0177 | 0.0021 | |
| LaplacePrivacy Budget=+∞2026.01 | 0.0182 | 0.0016 | |
| GaussianPrivacy Budget=+∞2026.01 | 0.0182 | 0.0016 | |
| StaircasePrivacy Budget=+∞2026.01 | 0.0182 | 0.0016 | |
| RRonBinsPrivacy Budget=+∞2026.01 | 0.0184 | 0.0009 | |
| RRonBinsPrivacy Budget=82026.01 | 0.0187 | 0.002 | |
| LaplacePrivacy Budget=62026.01 | 0.0188 | 0.0017 | |
| UnbiasedPrivacy Budget=+∞2026.01 | 0.0194 | 0.0018 | |
| LaplacePrivacy Budget=82026.01 | 0.0201 | 0.0021 | |
| RRonBinsPrivacy Budget=62026.01 | 0.0202 | 0.0027 | |
| UnbiasedPrivacy Budget=82026.01 | 0.0204 | 0.0017 | |
| RPWithPriorPrivacy Budget=62026.01 | 0.0205 | 0.0023 | |
| RPWithPriorPrivacy Budget=82026.01 | 0.0209 | 0.0018 | |
| RPWithPriorPrivacy Budget=42026.01 | 0.0212 | 0.0033 | |
| LaplacePrivacy Budget=42026.01 | 0.0216 | 0.002 | |
| UnbiasedPrivacy Budget=62026.01 | 0.0222 | 0.0016 | |
| LaplacePrivacy Budget=32026.01 | 0.0223 | 0.0018 | |
| GaussianPrivacy Budget=82026.01 | 0.0231 | 0.002 | |
| StaircasePrivacy Budget=42026.01 | 0.0239 | 0.0033 | |
| StaircasePrivacy Budget=32026.01 | 0.0241 | 0.0026 | |
| StaircasePrivacy Budget=82026.01 | 0.0241 | 0.0024 | |
| RPWithPriorPrivacy Budget=32026.01 | 0.0244 | 0.0027 | |
| StaircasePrivacy Budget=62026.01 | 0.0249 | 0.0025 | |
| StaircasePrivacy Budget=22026.01 | 0.0255 | 0.0027 | |
| UnbiasedPrivacy Budget=42026.01 | 0.0259 | 0.0024 | |
| LaplacePrivacy Budget=22026.01 | 0.0275 | 0.0032 | |
| RRonBinsPrivacy Budget=42026.01 | 0.0282 | 0.0038 | |
| GaussianPrivacy Budget=62026.01 | 0.0291 | 0.0042 | |
| RPWithPriorPrivacy Budget=22026.01 | 0.0329 | 0.0036 | |
| RRonBinsPrivacy Budget=32026.01 | 0.0332 | 0.0062 | |
| StaircasePrivacy Budget=1.52026.01 | 0.0344 | 0.0055 | |
| LaplacePrivacy Budget=1.52026.01 | 0.0353 | 0.0081 | |
| UnbiasedPrivacy Budget=32026.01 | 0.0355 | 0.0021 | |
| GaussianPrivacy Budget=42026.01 | 0.0368 | 0.0084 | |
| RPWithPriorPrivacy Budget=1.52026.01 | 0.0372 | 0.0023 | |
| RPWithPriorPrivacy Budget=1.02026.01 | 0.0411 | 0.0042 | |
| RPWithPriorPrivacy Budget=0.82026.01 | 0.0453 | 0.0057 | |
| StaircasePrivacy Budget=1.02026.01 | 0.0467 | 0.0064 | |
| UnbiasedPrivacy Budget=22026.01 | 0.0521 | 0.0032 | |
| LaplacePrivacy Budget=1.02026.01 | 0.0533 | 0.0117 | |
| RPWithPriorPrivacy Budget=0.52026.01 | 0.0544 | 0.0065 | |
| GaussianPrivacy Budget=32026.01 | 0.06 | 0.0132 | |
| RPWithPriorPrivacy Budget=0.32026.01 | 0.0604 | 0.0092 | |
| StaircasePrivacy Budget=0.82026.01 | 0.0621 | 0.0124 | |
| RRonBinsPrivacy Budget=22026.01 | 0.0628 | 0.011 | |
| UnbiasedPrivacy Budget=1.52026.01 | 0.0668 | 0.0041 | |
| RPWithPriorPrivacy Budget=0.052026.01 | 0.0679 | 0.007 | |
| LaplacePrivacy Budget=0.82026.01 | 0.0679 | 0.0122 | |
| RPWithPriorPrivacy Budget=0.12026.01 | 0.0683 | 0.0061 | |
| UnbiasedPrivacy Budget=1.02026.01 | 0.0826 | 0.0039 | |
| RRonBinsPrivacy Budget=1.52026.01 | 0.0827 | 0.0162 | |
| UnbiasedPrivacy Budget=0.82026.01 | 0.0892 | 0.0064 | |
| GaussianPrivacy Budget=22026.01 | 0.0947 | 0.0167 | |
| RRonBinsPrivacy Budget=1.02026.01 | 0.0962 | 0.0133 | |
| RRonBinsPrivacy Budget=0.12026.01 | 0.0964 | 0.0243 | |
| RRonBinsPrivacy Budget=0.052026.01 | 0.1033 | 0.0119 | |
| UnbiasedPrivacy Budget=0.52026.01 | 0.1037 | 0.0089 | |
| RRonBinsPrivacy Budget=0.82026.01 | 0.1068 | 0.0188 | |
| RRonBinsPrivacy Budget=0.32026.01 | 0.1107 | 0.0221 | |
| RRonBinsPrivacy Budget=0.52026.01 | 0.1108 | 0.0349 | |
| UnbiasedPrivacy Budget=0.32026.01 | 0.111 | 0.0094 | |
| StaircasePrivacy Budget=0.52026.01 | 0.1127 | 0.0226 | |
| UnbiasedPrivacy Budget=0.12026.01 | 0.1194 | 0.0056 | |
| UnbiasedPrivacy Budget=0.052026.01 | 0.1293 | 0.0096 | |
| GaussianPrivacy Budget=1.52026.01 | 0.1481 | 0.0481 | |
| LaplacePrivacy Budget=0.52026.01 | 0.1615 | 0.0513 | |
| StaircasePrivacy Budget=0.32026.01 | 0.2973 | 0.0731 | |
| GaussianPrivacy Budget=1.02026.01 | 0.3138 | 0.1096 | |
| LaplacePrivacy Budget=0.32026.01 | 0.3232 | 0.0631 | |
| GaussianPrivacy Budget=0.82026.01 | 0.4376 | 0.1317 | |
| GaussianPrivacy Budget=0.52026.01 | 0.8934 | 0.3259 | |
| StaircasePrivacy Budget=0.12026.01 | 2.3541 | 0.6848 | |
| GaussianPrivacy Budget=0.32026.01 | 2.4218 | 1.1848 | |
| LaplacePrivacy Budget=0.12026.01 | 2.4534 | 1.1036 | |
| StaircasePrivacy Budget=0.052026.01 | 7.0269 | 3.0227 | |
| LaplacePrivacy Budget=0.052026.01 | 8.3956 | 3.1062 | |
| GaussianPrivacy Budget=0.12026.01 | 17.5311 | 7.1242 | |
| GaussianPrivacy Budget=0.052026.01 | 33.0362 | 11.6948 |