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 | 0.9 | Manhattan | 4 | 12.51847512875344 | 12.78014600712491 | 553411 | -9.385284745536858 | 13.959576516051191 |
| temporal | mondrian_borough | 0.9 | Manhattan | 5 | 12.78014600712491 | 13.049313576653221 | 564888 | -9.527833178186476 | 14.764555789616733 |
| temporal | mondrian_borough | 0.9 | Manhattan | 6 | 13.049313576653221 | 13.386946695274501 | 590854 | -9.761851516934605 | 15.2424877547227 |
| temporal | mondrian_borough | 0.9 | Manhattan | 7 | 13.386946695274501 | 13.785962269171797 | 570992 | -10.008496875695 | 15.840545879211545 |
| temporal | mondrian_borough | 0.9 | Manhattan | 8 | 13.785962269171797 | 14.388096618202011 | 571312 | -10.268477954983828 | 17.100423260926284 |
| temporal | mondrian_borough | 0.9 | Manhattan | 9 | 14.388096618202011 | null | 571139 | -10.969490645960741 | 25.47952143747692 |
| temporal | mondrian_borough | 0.9 | Brooklyn | 0 | null | 13.829338247889531 | 6908 | -8.348480820288376 | 28.308690453809355 |
| temporal | mondrian_borough | 0.9 | Brooklyn | 1 | 13.829338247889531 | 14.57751403990711 | 6943 | -9.81901918040115 | 30.56357920356323 |
| temporal | mondrian_borough | 0.9 | Brooklyn | 2 | 14.57751403990711 | 15.170629696959104 | 6924 | -11.01803857308807 | 30.49345758013917 |
| temporal | mondrian_borough | 0.9 | Brooklyn | 3 | 15.170629696959104 | 15.6666960588912 | 6874 | -11.576573364536092 | 31.034019056439277 |
| temporal | mondrian_borough | 0.9 | Brooklyn | 4 | 15.6666960588912 | 16.270226624120447 | 6974 | -12.604347645416324 | 30.224426943299527 |
| temporal | mondrian_borough | 0.9 | Brooklyn | 5 | 16.270226624120447 | 17.051817018695495 | 6896 | -13.64114554558503 | 27.495348450778746 |
| temporal | mondrian_borough | 0.9 | Brooklyn | 6 | 17.051817018695495 | 18.080367683985862 | 6692 | -14.562626542899654 | 17.41689583283498 |
| temporal | mondrian_borough | 0.9 | Brooklyn | 7 | 18.080367683985862 | 19.497647152277455 | 7069 | -15.82821343143141 | 9.82142546931129 |
| temporal | mondrian_borough | 0.9 | Brooklyn | 8 | 19.497647152277455 | 22.56215267249876 | 6637 | -17.598583668157126 | 10.224386308932655 |
| temporal | mondrian_borough | 0.9 | Brooklyn | 9 | 22.56215267249876 | null | 7343 | -21.934398957742637 | 23.544921086407065 |
| temporal | mondrian_borough | 0.9 | Queens | 0 | null | 15.296212434159337 | 42109 | -11.500965129615 | 23.084134157211025 |
| temporal | mondrian_borough | 0.9 | Queens | 1 | 15.296212434159337 | 26.110951044778012 | 42534 | -17.151342596239672 | 24.29609541568948 |
| temporal | mondrian_borough | 0.9 | Queens | 2 | 26.110951044778012 | 27.1716310933518 | 43198 | -16.801789551667994 | 23.024903053685648 |
| temporal | mondrian_borough | 0.9 | Queens | 3 | 27.1716310933518 | 27.96585721306691 | 41177 | -16.376134689890808 | 25.48750539155661 |
| temporal | mondrian_borough | 0.9 | Queens | 4 | 27.96585721306691 | 28.587685150303273 | 43517 | -17.06446982894743 | 27.02881597459793 |
| temporal | mondrian_borough | 0.9 | Queens | 5 | 28.587685150303273 | 29.49114010706067 | 41964 | -17.40919415784682 | 30.10787923143217 |
| temporal | mondrian_borough | 0.9 | Queens | 6 | 29.49114010706067 | 34.42071518898088 | 42597 | -18.894918147471593 | 32.44037181168861 |
| temporal | mondrian_borough | 0.9 | Queens | 7 | 34.42071518898088 | 46.00945178547336 | 42368 | -34.73849537438971 | 22.935746499621395 |
| temporal | mondrian_borough | 0.9 | Queens | 8 | 46.00945178547336 | 47.31088901392949 | 42458 | -19.716770694221207 | 25.5915861655767 |