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 |
|---|---|---|---|---|---|---|---|---|---|
| temporal | mondrian_borough | 0.8 | Manhattan | 5 | 12.78014600712491 | 13.049313576653221 | 564888 | -8.464729791889063 | 10.129972004852576 |
| temporal | mondrian_borough | 0.8 | Manhattan | 6 | 13.049313576653221 | 13.386946695274501 | 590854 | -8.677508171574605 | 10.51721934852249 |
| temporal | mondrian_borough | 0.8 | Manhattan | 7 | 13.386946695274501 | 13.785962269171797 | 570992 | -8.87594358410978 | 11.007004547670027 |
| temporal | mondrian_borough | 0.8 | Manhattan | 8 | 13.785962269171797 | 14.388096618202011 | 571312 | -9.039310665447484 | 12.063396208666196 |
| temporal | mondrian_borough | 0.8 | Manhattan | 9 | 14.388096618202011 | null | 571139 | -8.963779492000368 | 18.85219783927543 |
| temporal | mondrian_borough | 0.8 | Brooklyn | 0 | null | 13.829338247889531 | 6908 | -6.18181415362171 | 20.984003287219494 |
| temporal | mondrian_borough | 0.8 | Brooklyn | 1 | 13.829338247889531 | 14.57751403990711 | 6943 | -8.11681110588136 | 22.163738668409643 |
| temporal | mondrian_borough | 0.8 | Brooklyn | 2 | 14.57751403990711 | 15.170629696959104 | 6924 | -9.281307055154283 | 22.564331160213314 |
| temporal | mondrian_borough | 0.8 | Brooklyn | 3 | 15.170629696959104 | 15.6666960588912 | 6874 | -10.237237917643856 | 22.163853068940558 |
| temporal | mondrian_borough | 0.8 | Brooklyn | 4 | 15.6666960588912 | 16.270226624120447 | 6974 | -11.393344451305943 | 20.956875999150466 |
| temporal | mondrian_borough | 0.8 | Brooklyn | 5 | 16.270226624120447 | 17.051817018695495 | 6896 | -12.581255699053905 | 16.655236841613466 |
| temporal | mondrian_borough | 0.8 | Brooklyn | 6 | 17.051817018695495 | 18.080367683985862 | 6692 | -13.781384422705427 | 7.908713630287771 |
| temporal | mondrian_borough | 0.8 | Brooklyn | 7 | 18.080367683985862 | 19.497647152277455 | 7069 | -14.87955622251518 | 3.338388533513033 |
| temporal | mondrian_borough | 0.8 | Brooklyn | 8 | 19.497647152277455 | 22.56215267249876 | 6637 | -16.120666104317845 | 4.731698239833435 |
| temporal | mondrian_borough | 0.8 | Brooklyn | 9 | 22.56215267249876 | null | 7343 | -19.902054411775012 | 15.13050951201578 |
| temporal | mondrian_borough | 0.8 | Queens | 0 | null | 15.296212434159337 | 42109 | -10.364351111315038 | 15.152533721143051 |
| temporal | mondrian_borough | 0.8 | Queens | 1 | 15.296212434159337 | 26.110951044778012 | 42534 | -15.186485271991344 | 15.921762136678336 |
| temporal | mondrian_borough | 0.8 | Queens | 2 | 26.110951044778012 | 27.1716310933518 | 43198 | -14.021824444610825 | 16.17217774229789 |
| temporal | mondrian_borough | 0.8 | Queens | 3 | 27.1716310933518 | 27.96585721306691 | 41177 | -12.837959015680598 | 18.91308962410102 |
| temporal | mondrian_borough | 0.8 | Queens | 4 | 27.96585721306691 | 28.587685150303273 | 43517 | -13.333774331164397 | 20.9751047509529 |
| temporal | mondrian_borough | 0.8 | Queens | 5 | 28.587685150303273 | 29.49114010706067 | 41964 | -13.391328498201329 | 23.444694129134305 |
| temporal | mondrian_borough | 0.8 | Queens | 6 | 29.49114010706067 | 34.42071518898088 | 42597 | -13.10095357173062 | 25.157221269444634 |
| temporal | mondrian_borough | 0.8 | Queens | 7 | 34.42071518898088 | 46.00945178547336 | 42368 | -29.005162041056373 | 15.651057681426387 |
| temporal | mondrian_borough | 0.8 | Queens | 8 | 46.00945178547336 | 47.31088901392949 | 42458 | -16.9505622194257 | 17.85615427503555 |
| temporal | mondrian_borough | 0.8 | Queens | 9 | 47.31088901392949 | null | 42030 | -16.24683896037079 | 26.687424412689467 |