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 | 0.95 | Bronx | 3 | 12.195609622912082 | 12.406385823697184 | 917 | -10.430738989709598 | 45.77874354310033 |
| random | mondrian_borough | 0.95 | Bronx | 4 | 12.406385823697184 | 12.61315418949981 | 1070 | -10.530809221460517 | 54.0412455455987 |
| random | mondrian_borough | 0.95 | Bronx | 5 | 12.61315418949981 | 12.823090529922315 | 1014 | -10.885624724613134 | 50.51861382349797 |
| random | mondrian_borough | 0.95 | Bronx | 6 | 12.823090529922315 | 13.108041816292916 | 1059 | -11.405381092719159 | 46.66429313364052 |
| random | mondrian_borough | 0.95 | Bronx | 7 | 13.108041816292916 | 13.695237302317144 | 980 | -11.117794434865376 | 54.064657747713085 |
| random | mondrian_borough | 0.95 | Bronx | 8 | 13.695237302317144 | 15.922384267113502 | 995 | -11.38105242638803 | 64.97838188005325 |
| random | mondrian_borough | 0.95 | Bronx | 9 | 15.922384267113502 | null | 938 | -22.580093608861482 | 57.939287281229554 |
| random | mondrian_borough | 0.95 | Staten Island | 0 | null | null | 238 | -10.922832083134676 | 104.70902236755839 |
| random | mondrian_borough | 0.95 | EWR | 0 | null | null | 0 | null | null |
| temporal | global | 0.8 | null | 0 | null | null | 6200899 | -9.314555789616733 | 9.314555789616733 |
| temporal | mondrian | 0.8 | null | 0 | null | 11.424889511017998 | 619756 | -7.589217891107581 | 6.036389744281188 |
| temporal | mondrian | 0.8 | null | 1 | 11.424889511017998 | 11.927782036951927 | 601055 | -7.904842256363251 | 7.888956561796135 |
| temporal | mondrian | 0.8 | null | 2 | 11.927782036951927 | 12.28667212965634 | 592437 | -8.073197926294618 | 8.769788992267824 |
| temporal | mondrian | 0.8 | null | 3 | 12.28667212965634 | 12.619187060897296 | 663493 | -8.255609369915796 | 9.453118385173667 |
| temporal | mondrian | 0.8 | null | 4 | 12.619187060897296 | 12.88666267369242 | 623629 | -8.398920569330294 | 9.896798136365652 |
| temporal | mondrian | 0.8 | null | 5 | 12.88666267369242 | 13.219293045778473 | 619034 | -8.568550087216284 | 10.328881018268165 |
| temporal | mondrian | 0.8 | null | 6 | 13.219293045778473 | 13.58141899071348 | 606022 | -8.7748703360243 | 10.867719643844875 |
| temporal | mondrian | 0.8 | null | 7 | 13.58141899071348 | 14.100060541563952 | 632975 | -9.012596866644623 | 11.536635060072669 |
| temporal | mondrian | 0.8 | null | 8 | 14.100060541563952 | 16.043330009997476 | 620184 | -9.117384842409866 | 14.946912536896566 |
| temporal | mondrian | 0.8 | null | 9 | 16.043330009997476 | null | 622314 | -14.332393798115955 | 21.677289135599334 |
| temporal | mondrian_borough | 0.8 | Manhattan | 0 | null | 11.369318221350401 | 569848 | -7.574673366694194 | 5.8401073438077304 |
| temporal | mondrian_borough | 0.8 | Manhattan | 1 | 11.369318221350401 | 11.853977847888713 | 566338 | -7.876279917908951 | 7.7591407208557435 |
| temporal | mondrian_borough | 0.8 | Manhattan | 2 | 11.853977847888713 | 12.214248223822139 | 571837 | -8.046253782804055 | 8.610090697492222 |
| temporal | mondrian_borough | 0.8 | Manhattan | 3 | 12.214248223822139 | 12.51847512875344 | 567900 | -8.216117176008547 | 9.36214935099423 |
| temporal | mondrian_borough | 0.8 | Manhattan | 4 | 12.51847512875344 | 12.78014600712491 | 553411 | -8.376484028800569 | 9.501039653389808 |