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 | global | 0.8 | null | 0 | null | null | 7493562 | -9.369707628155439 | 9.369707628155439 |
| random | mondrian | 0.8 | null | 0 | null | 11.493446020453273 | 745438 | -7.606532962332324 | 6.365481323792062 |
| random | mondrian | 0.8 | null | 1 | 11.493446020453273 | 12.018640124092363 | 750670 | -7.993495655593794 | 7.753608432745656 |
| random | mondrian | 0.8 | null | 2 | 12.018640124092363 | 12.425097074109932 | 750359 | -8.206385823697183 | 8.928588892141025 |
| random | mondrian | 0.8 | null | 3 | 12.425097074109932 | 12.722550124874838 | 736839 | -8.3415151904947 | 9.536259447274631 |
| random | mondrian | 0.8 | null | 4 | 12.722550124874838 | 12.98249443784254 | 761128 | -8.493743237023711 | 9.755576497318087 |
| random | mondrian | 0.8 | null | 5 | 12.98249443784254 | 13.267703196199568 | 753335 | -8.60168063380814 | 10.502305406626588 |
| random | mondrian | 0.8 | null | 6 | 13.267703196199568 | 13.628083046570808 | 735665 | -8.809401868534081 | 10.962434420619257 |
| random | mondrian | 0.8 | null | 7 | 13.628083046570808 | 14.103251309140969 | 761444 | -8.978227162264531 | 11.733051404009581 |
| random | mondrian | 0.8 | null | 8 | 14.103251309140969 | 15.97996674044007 | 750632 | -9.069469642084027 | 14.985855666900289 |
| random | mondrian | 0.8 | null | 9 | 15.97996674044007 | null | 748052 | -14.483954461600842 | 21.96467955382724 |
| random | mondrian_borough | 0.8 | Manhattan | 0 | null | 11.43990677660049 | 684010 | -7.592599149060048 | 6.159883717713425 |
| random | mondrian_borough | 0.8 | Manhattan | 1 | 11.43990677660049 | 11.963504113625953 | 693073 | -7.970270929500612 | 7.626909208545269 |
| random | mondrian_borough | 0.8 | Manhattan | 2 | 11.963504113625953 | 12.349625775041163 | 690285 | -8.180177472299908 | 8.58355904625295 |
| random | mondrian_borough | 0.8 | Manhattan | 3 | 12.349625775041163 | 12.635571901537556 | 688696 | -8.301998531476876 | 9.432837975517716 |
| random | mondrian_borough | 0.8 | Manhattan | 4 | 12.635571901537556 | 12.898196958862423 | 688654 | -8.45164491009707 | 9.525799972205013 |
| random | mondrian_borough | 0.8 | Manhattan | 5 | 12.898196958862423 | 13.119280842413529 | 694325 | -8.52025172592164 | 10.20172490263263 |
| random | mondrian_borough | 0.8 | Manhattan | 6 | 13.119280842413529 | 13.425137460825178 | 666774 | -8.721545393896807 | 10.657536021486132 |
| random | mondrian_borough | 0.8 | Manhattan | 7 | 13.425137460825178 | 13.811560495597865 | 705567 | -8.869246994943612 | 11.170682437374698 |
| random | mondrian_borough | 0.8 | Manhattan | 8 | 13.811560495597865 | 14.438967755606518 | 696555 | -9.003341383105933 | 12.291653450269408 |
| random | mondrian_borough | 0.8 | Manhattan | 9 | 14.438967755606518 | null | 687938 | -8.94568163296886 | 18.94777031577146 |
| random | mondrian_borough | 0.8 | Brooklyn | 0 | null | 13.547668784451512 | 8090 | -5.887394949155422 | 20.423624114616985 |
| random | mondrian_borough | 0.8 | Brooklyn | 1 | 13.547668784451512 | 14.285385487199369 | 8280 | -7.879780332741412 | 22.09806615290579 |
| random | mondrian_borough | 0.8 | Brooklyn | 2 | 14.285385487199369 | 14.795182765928343 | 7729 | -8.776787766521169 | 22.449573249372826 |
| random | mondrian_borough | 0.8 | Brooklyn | 3 | 14.795182765928343 | 15.251864534296063 | 8233 | -9.726073584614756 | 23.047633100214924 |