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 | Bronx | 6 | 12.823090529922315 | 13.108041816292916 | 1059 | -9.51486362552909 | 36.44592735166536 |
| random | mondrian_borough | 0.9 | Bronx | 7 | 13.108041816292916 | 13.695237302317144 | 980 | -9.628106840642396 | 44.8774118355667 |
| random | mondrian_borough | 0.9 | Bronx | 8 | 13.695237302317144 | 15.922384267113502 | 995 | -10.014101420407876 | 51.393340015715026 |
| random | mondrian_borough | 0.9 | Bronx | 9 | 15.922384267113502 | null | 938 | -13.690943893676518 | 50.66188392656741 |
| random | mondrian_borough | 0.9 | Staten Island | 0 | null | null | 238 | -9.429344004307255 | 85.0072666500354 |
| random | mondrian_borough | 0.9 | EWR | 0 | null | null | 0 | null | null |
| random | global | 0.95 | null | 0 | null | null | 7493562 | -17.84701432144019 | 17.84701432144019 |
| random | mondrian | 0.95 | null | 0 | null | 11.493446020453273 | 745438 | -8.93524718728586 | 14.350613878524646 |
| random | mondrian | 0.95 | null | 1 | 11.493446020453273 | 12.018640124092363 | 750670 | -9.497663507697158 | 16.176701813379047 |
| random | mondrian | 0.95 | null | 2 | 12.018640124092363 | 12.425097074109932 | 750359 | -9.81648161465107 | 17.699040510524057 |
| random | mondrian | 0.95 | null | 3 | 12.425097074109932 | 12.722550124874838 | 736839 | -10.0415151904947 | 18.489773559092548 |
| random | mondrian | 0.95 | null | 4 | 12.722550124874838 | 12.98249443784254 | 761128 | -10.256592641701895 | 18.744116541791826 |
| random | mondrian | 0.95 | null | 5 | 12.98249443784254 | 13.267703196199568 | 753335 | -10.427435859778374 | 19.80769350701914 |
| random | mondrian | 0.95 | null | 6 | 13.267703196199568 | 13.628083046570808 | 735665 | -10.713606386874687 | 20.593551221276932 |
| random | mondrian | 0.95 | null | 7 | 13.628083046570808 | 14.103251309140969 | 761444 | -10.999635448141014 | 21.90036455185899 |
| random | mondrian | 0.95 | null | 8 | 14.103251309140969 | 15.97996674044007 | 750632 | -11.53252671143537 | 26.438763261976177 |
| random | mondrian | 0.95 | null | 9 | 15.97996674044007 | null | 748052 | -23.325975087217714 | 36.78393430739929 |
| random | mondrian_borough | 0.95 | Manhattan | 0 | null | 11.43990677660049 | 684010 | -8.9038434690965 | 13.973021558060804 |
| random | mondrian_borough | 0.95 | Manhattan | 1 | 11.43990677660049 | 11.963504113625953 | 693073 | -9.458652940378817 | 15.99091781625223 |
| random | mondrian_borough | 0.95 | Manhattan | 2 | 11.963504113625953 | 12.349625775041163 | 690285 | -9.768643312027429 | 17.144978002431948 |
| random | mondrian_borough | 0.95 | Manhattan | 3 | 12.349625775041163 | 12.635571901537556 | 688696 | -9.978440590756403 | 18.369763375779414 |
| random | mondrian_borough | 0.95 | Manhattan | 4 | 12.635571901537556 | 12.898196958862423 | 688654 | -10.178967871712835 | 18.370265741268426 |
| random | mondrian_borough | 0.95 | Manhattan | 5 | 12.898196958862423 | 13.119280842413529 | 694325 | -10.336918392588306 | 19.361285573947505 |
| random | mondrian_borough | 0.95 | Manhattan | 6 | 13.119280842413529 | 13.425137460825178 | 666774 | -10.56615729350426 | 20.039877288071033 |
| random | mondrian_borough | 0.95 | Manhattan | 7 | 13.425137460825178 | 13.811560495597865 | 705567 | -10.815654928015247 | 20.789234305336787 |