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 | 0.8 | Brooklyn | 4 | 15.251864534296063 | 15.849063769853851 | 8001 | -10.957180539435132 | 21.021315285363315 |
| random | mondrian_borough | 0.8 | Brooklyn | 5 | 15.849063769853851 | 16.62237509747751 | 7952 | -12.263663460435957 | 16.605410158876744 |
| random | mondrian_borough | 0.8 | Brooklyn | 6 | 16.62237509747751 | 17.724803187770704 | 8248 | -13.435443167734785 | 7.117525360907859 |
| random | mondrian_borough | 0.8 | Brooklyn | 7 | 17.724803187770704 | 19.07420194214236 | 8095 | -14.464196649291488 | 3.3090384636023913 |
| random | mondrian_borough | 0.8 | Brooklyn | 8 | 19.07420194214236 | 22.28546155806788 | 7921 | -15.612207611047786 | 5.126131114480916 |
| random | mondrian_borough | 0.8 | Brooklyn | 9 | 22.28546155806788 | null | 8399 | -19.665030314010902 | 16.416745939901976 |
| random | mondrian_borough | 0.8 | Queens | 0 | null | 15.128038669922681 | 50204 | -10.199660343007167 | 14.894329970283701 |
| random | mondrian_borough | 0.8 | Queens | 1 | 15.128038669922681 | 26.074071797070076 | 50788 | -15.300171915893726 | 16.01622001099156 |
| random | mondrian_borough | 0.8 | Queens | 2 | 26.074071797070076 | 27.327192894978435 | 50702 | -14.199273470959549 | 16.558485010186445 |
| random | mondrian_borough | 0.8 | Queens | 3 | 27.327192894978435 | 28.223413208480096 | 50710 | -12.94245334595934 | 19.142351680043916 |
| random | mondrian_borough | 0.8 | Queens | 4 | 28.223413208480096 | 28.820612444037884 | 50932 | -13.837226287628974 | 20.991959790211403 |
| random | mondrian_borough | 0.8 | Queens | 5 | 28.820612444037884 | 29.70950249313878 | 50660 | -13.557031980362076 | 23.93482171503557 |
| random | mondrian_borough | 0.8 | Queens | 6 | 29.70950249313878 | 34.62654694735787 | 50897 | -13.35631341778005 | 25.88708720293949 |
| random | mondrian_borough | 0.8 | Queens | 7 | 34.62654694735787 | 46.50165126851951 | 50209 | -29.253700654396642 | 15.613808441508027 |
| random | mondrian_borough | 0.8 | Queens | 8 | 46.50165126851951 | 47.7976628004679 | 50772 | -17.795760802637947 | 17.735764266594643 |
| random | mondrian_borough | 0.8 | Queens | 9 | 47.7976628004679 | null | 50616 | -15.678827884403823 | 27.605963220769453 |
| random | mondrian_borough | 0.8 | Bronx | 0 | null | 11.027379959361685 | 1020 | -6.049891674899433 | 32.12294648620143 |
| random | mondrian_borough | 0.8 | Bronx | 1 | 11.027379959361685 | 11.826329811373176 | 1021 | -6.959186588139396 | 26.748492370998306 |
| random | mondrian_borough | 0.8 | Bronx | 2 | 11.826329811373176 | 12.195609622912082 | 995 | -7.3771469227812325 | 29.6389471466455 |
| random | mondrian_borough | 0.8 | Bronx | 3 | 12.195609622912082 | 12.406385823697184 | 917 | -7.8676643899712975 | 28.4543654409379 |
| random | mondrian_borough | 0.8 | Bronx | 4 | 12.406385823697184 | 12.61315418949981 | 1070 | -7.761773924089736 | 26.910280842969485 |
| random | mondrian_borough | 0.8 | Bronx | 5 | 12.61315418949981 | 12.823090529922315 | 1014 | -8.217162024482285 | 31.26257924192268 |
| random | mondrian_borough | 0.8 | Bronx | 6 | 12.823090529922315 | 13.108041816292916 | 1059 | -7.813067592064907 | 27.585136374470913 |
| random | mondrian_borough | 0.8 | Bronx | 7 | 13.108041816292916 | 13.695237302317144 | 980 | -7.392200416845598 | 36.33855982602427 |
| random | mondrian_borough | 0.8 | Bronx | 8 | 13.695237302317144 | 15.922384267113502 | 995 | -7.990176709402672 | 38.19745677913379 |