Conformal interval table
Split-conformal offsets per calibration bin: global symmetric, Mondrian by predicted decile, and Mondrian by pickup borough x predicted bin, at 80%, 90% and 95%.
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| schemeTEXT | methodTEXT | levelREAL | boroughTEXT | binINTEGER | pred_loREAL | pred_hiREAL | n_calINTEGER | q_loREAL | q_hiREAL |
|---|---|---|---|---|---|---|---|---|---|
| random | mondrian_borough | 0.9 | Brooklyn | 1 | 13.547668784451512 | 14.285385487199369 | 8280 | -9.576544903533868 | 29.964112147311617 |
| random | mondrian_borough | 0.9 | Brooklyn | 2 | 14.285385487199369 | 14.795182765928343 | 7729 | -10.532233221136563 | 30.563295035903565 |
| random | mondrian_borough | 0.9 | Brooklyn | 3 | 14.795182765928343 | 15.251864534296063 | 8233 | -11.18031213272586 | 31.544937190750645 |
| random | mondrian_borough | 0.9 | Brooklyn | 4 | 15.251864534296063 | 15.849063769853851 | 8001 | -12.171620902402083 | 30.289996287964545 |
| random | mondrian_borough | 0.9 | Brooklyn | 5 | 15.849063769853851 | 16.62237509747751 | 7952 | -13.277478399672987 | 27.549287810824183 |
| random | mondrian_borough | 0.9 | Brooklyn | 6 | 16.62237509747751 | 17.724803187770704 | 8248 | -14.278471688920657 | 16.64583789881575 |
| random | mondrian_borough | 0.9 | Brooklyn | 7 | 17.724803187770704 | 19.07420194214236 | 8095 | -15.470107538885406 | 9.378833332471824 |
| random | mondrian_borough | 0.9 | Brooklyn | 8 | 19.07420194214236 | 22.28546155806788 | 7921 | -17.063014042691954 | 10.604373694709949 |
| random | mondrian_borough | 0.9 | Brooklyn | 9 | 22.28546155806788 | null | 8399 | -21.791453341376616 | 25.036180939825137 |
| random | mondrian_borough | 0.9 | Queens | 0 | null | 15.128038669922681 | 50204 | -11.356862380264298 | 22.70869823799717 |
| random | mondrian_borough | 0.9 | Queens | 1 | 15.128038669922681 | 26.074071797070076 | 50788 | -17.17271790309525 | 24.560831910599006 |
| random | mondrian_borough | 0.9 | Queens | 2 | 26.074071797070076 | 27.327192894978435 | 50702 | -16.938440064783542 | 23.644648067549095 |
| random | mondrian_borough | 0.9 | Queens | 3 | 27.327192894978435 | 28.223413208480096 | 50710 | -16.510526228311768 | 25.824288392566707 |
| random | mondrian_borough | 0.9 | Queens | 4 | 28.223413208480096 | 28.820612444037884 | 50932 | -17.496761643514482 | 27.331327705120017 |
| random | mondrian_borough | 0.9 | Queens | 5 | 28.820612444037884 | 29.70950249313878 | 50660 | -17.575498178941423 | 30.617317687201844 |
| random | mondrian_borough | 0.9 | Queens | 6 | 29.70950249313878 | 34.62654694735787 | 50897 | -19.55083324239647 | 33.449012886843086 |
| random | mondrian_borough | 0.9 | Queens | 7 | 34.62654694735787 | 46.50165126851951 | 50209 | -34.971088391798546 | 23.39416119219338 |
| random | mondrian_borough | 0.9 | Queens | 8 | 46.50165126851951 | 47.7976628004679 | 50772 | -20.523033660198884 | 25.77090586402872 |
| random | mondrian_borough | 0.9 | Queens | 9 | 47.7976628004679 | null | 50616 | -21.28786087480033 | 34.80876398521166 |
| random | mondrian_borough | 0.9 | Bronx | 0 | null | 11.027379959361685 | 1020 | -8.266704606643108 | 39.87675774068289 |
| random | mondrian_borough | 0.9 | Bronx | 1 | 11.027379959361685 | 11.826329811373176 | 1021 | -8.471037751653444 | 34.76663335839888 |
| random | mondrian_borough | 0.9 | Bronx | 2 | 11.826329811373176 | 12.195609622912082 | 995 | -8.950853607610911 | 39.90608197596393 |
| random | mondrian_borough | 0.9 | Bronx | 3 | 12.195609622912082 | 12.406385823697184 | 917 | -9.320033020675416 | 38.14720624323118 |
| random | mondrian_borough | 0.9 | Bronx | 4 | 12.406385823697184 | 12.61315418949981 | 1070 | -9.45753537597863 | 40.13822607591026 |
| random | mondrian_borough | 0.9 | Bronx | 5 | 12.61315418949981 | 12.823090529922315 | 1014 | -9.60588345820817 | 40.67148917749268 |