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 | 0.95 | Manhattan | 8 | 13.811560495597865 | 14.438967755606518 | 696555 | -11.10784418424158 | 22.533199018151805 |
| random | mondrian_borough | 0.95 | Manhattan | 9 | 14.438967755606518 | null | 687938 | -12.809724497841461 | 32.72461963900932 |
| random | mondrian_borough | 0.95 | Brooklyn | 0 | null | 13.547668784451512 | 8090 | -9.535242815279231 | 35.25223777354706 |
| random | mondrian_borough | 0.95 | Brooklyn | 1 | 13.547668784451512 | 14.285385487199369 | 8280 | -10.769246994943613 | 37.52424663465395 |
| random | mondrian_borough | 0.95 | Brooklyn | 2 | 14.285385487199369 | 14.795182765928343 | 7729 | -11.50743509214536 | 39.55538864339501 |
| random | mondrian_borough | 0.95 | Brooklyn | 3 | 14.795182765928343 | 15.251864534296063 | 8233 | -12.118179347632953 | 40.38811252784653 |
| random | mondrian_borough | 0.95 | Brooklyn | 4 | 15.251864534296063 | 15.849063769853851 | 8001 | -12.959965025585475 | 40.7702050091725 |
| random | mondrian_borough | 0.95 | Brooklyn | 5 | 15.849063769853851 | 16.62237509747751 | 7952 | -13.942048251372125 | 36.56632400524698 |
| random | mondrian_borough | 0.95 | Brooklyn | 6 | 16.62237509747751 | 17.724803187770704 | 8248 | -14.961579318842578 | 26.36915640442019 |
| random | mondrian_borough | 0.95 | Brooklyn | 7 | 17.724803187770704 | 19.07420194214236 | 8095 | -16.286987604883514 | 16.962486851305762 |
| random | mondrian_borough | 0.95 | Brooklyn | 8 | 19.07420194214236 | 22.28546155806788 | 7921 | -18.214979833609572 | 16.857394253762266 |
| random | mondrian_borough | 0.95 | Brooklyn | 9 | 22.28546155806788 | null | 8399 | -25.260377622698464 | 33.2129143080256 |
| random | mondrian_borough | 0.95 | Queens | 0 | null | 15.128038669922681 | 50204 | -12.24442950300065 | 31.458578613907076 |
| random | mondrian_borough | 0.95 | Queens | 1 | 15.128038669922681 | 26.074071797070076 | 50788 | -18.405609096939223 | 32.66484910705689 |
| random | mondrian_borough | 0.95 | Queens | 2 | 26.074071797070076 | 27.327192894978435 | 50702 | -18.686126889420997 | 30.7770239802708 |
| random | mondrian_borough | 0.95 | Queens | 3 | 27.327192894978435 | 28.223413208480096 | 50710 | -19.08484926028722 | 32.545227018663795 |
| random | mondrian_borough | 0.95 | Queens | 4 | 28.223413208480096 | 28.820612444037884 | 50932 | -20.096761643514483 | 33.37400180272635 |
| random | mondrian_borough | 0.95 | Queens | 5 | 28.820612444037884 | 29.70950249313878 | 50660 | -20.323702145477238 | 37.24716502974207 |
| random | mondrian_borough | 0.95 | Queens | 6 | 29.70950249313878 | 34.62654694735787 | 50897 | -26.886945360590552 | 40.54886976348033 |
| random | mondrian_borough | 0.95 | Queens | 7 | 34.62654694735787 | 46.50165126851951 | 50209 | -37.88558998556412 | 30.910827858860046 |
| random | mondrian_borough | 0.95 | Queens | 8 | 46.50165126851951 | 47.7976628004679 | 50772 | -22.44834813858829 | 33.239800697897664 |
| random | mondrian_borough | 0.95 | Queens | 9 | 47.7976628004679 | null | 50616 | -52.136597994487715 | 41.644970093043995 |
| random | mondrian_borough | 0.95 | Bronx | 0 | null | 11.027379959361685 | 1020 | -9.24375174195584 | 45.60100717771683 |
| random | mondrian_borough | 0.95 | Bronx | 1 | 11.027379959361685 | 11.826329811373176 | 1021 | -9.532697185531037 | 46.48712651428428 |
| random | mondrian_borough | 0.95 | Bronx | 2 | 11.826329811373176 | 12.195609622912082 | 995 | -10.730017918974363 | 48.42285307721877 |