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 | Bronx | 9 | 15.922384267113502 | null | 938 | -9.216329024064201 | 37.691540741045216 |
| random | mondrian_borough | 0.8 | Staten Island | 0 | null | null | 238 | -4.7432064080832195 | 76.98880394990455 |
| random | mondrian_borough | 0.8 | EWR | 0 | null | null | 0 | null | null |
| random | global | 0.9 | null | 0 | null | null | 7493562 | -12.672560726969834 | 12.672560726969834 |
| random | mondrian | 0.9 | null | 0 | null | 11.493446020453273 | 745438 | -8.372678592524132 | 10.357284918749253 |
| random | mondrian | 0.9 | null | 1 | 11.493446020453273 | 12.018640124092363 | 750670 | -8.873560991905546 | 11.998023354639239 |
| random | mondrian | 0.9 | null | 2 | 12.018640124092363 | 12.425097074109932 | 750359 | -9.151022659454652 | 13.33980957433706 |
| random | mondrian | 0.9 | null | 3 | 12.425097074109932 | 12.722550124874838 | 736839 | -9.343311223958883 | 14.081041942053533 |
| random | mondrian | 0.9 | null | 4 | 12.722550124874838 | 12.98249443784254 | 761128 | -9.529734258731573 | 14.335136374470911 |
| random | mondrian | 0.9 | null | 5 | 12.98249443784254 | 13.267703196199568 | 753335 | -9.682681321950612 | 15.176156207149992 |
| random | mondrian | 0.9 | null | 6 | 13.267703196199568 | 13.628083046570808 | 735665 | -9.923341427360995 | 15.825111059260166 |
| random | mondrian | 0.9 | null | 7 | 13.628083046570808 | 14.103251309140969 | 761444 | -10.167991366526907 | 16.790235537866316 |
| random | mondrian | 0.9 | null | 8 | 14.103251309140969 | 15.97996674044007 | 750632 | -10.52507196597746 | 20.589004520260325 |
| random | mondrian | 0.9 | null | 9 | 15.97996674044007 | null | 748052 | -18.627043314966926 | 29.5005759486758 |
| random | mondrian_borough | 0.9 | Manhattan | 0 | null | 11.43990677660049 | 684010 | -8.348344191717148 | 10.075432872961064 |
| random | mondrian_borough | 0.9 | Manhattan | 1 | 11.43990677660049 | 11.963504113625953 | 693073 | -8.840722857162218 | 11.840030655465963 |
| random | mondrian_borough | 0.9 | Manhattan | 2 | 11.963504113625953 | 12.349625775041163 | 690285 | -9.110728806396464 | 12.9061864105521 |
| random | mondrian_borough | 0.9 | Manhattan | 3 | 12.349625775041163 | 12.635571901537556 | 688696 | -9.293787780526 | 13.938226075910263 |
| random | mondrian_borough | 0.9 | Manhattan | 4 | 12.635571901537556 | 12.898196958862423 | 688654 | -9.471101689612308 | 14.053891934404687 |
| random | mondrian_borough | 0.9 | Manhattan | 5 | 12.898196958862423 | 13.119280842413529 | 694325 | -9.592268259152167 | 14.814013395892959 |
| random | mondrian_borough | 0.9 | Manhattan | 6 | 13.119280842413529 | 13.425137460825178 | 666774 | -9.804360890493307 | 15.411787939436524 |
| random | mondrian_borough | 0.9 | Manhattan | 7 | 13.425137460825178 | 13.811560495597865 | 705567 | -10.010684258548402 | 16.005912249964304 |
| random | mondrian_borough | 0.9 | Manhattan | 8 | 13.811560495597865 | 14.438967755606518 | 696555 | -10.244893828931199 | 17.383080741769646 |
| random | mondrian_borough | 0.9 | Manhattan | 9 | 14.438967755606518 | null | 687938 | -10.997938190546469 | 25.62840577461663 |
| random | mondrian_borough | 0.9 | Brooklyn | 0 | null | 13.547668784451512 | 8090 | -7.979708449809674 | 27.45362488352366 |