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 | Queens | 9 | 47.31088901392949 | null | 42030 | -21.815916543008232 | 33.715895664714665 |
| temporal | mondrian_borough | 0.9 | Bronx | 0 | null | 11.132361884376355 | 1100 | -8.10041606587094 | 39.62796470805834 |
| temporal | mondrian_borough | 0.9 | Bronx | 1 | 11.132361884376355 | 11.76995634737887 | 1136 | -8.0764824699103 | 36.05404783634116 |
| temporal | mondrian_borough | 0.9 | Bronx | 2 | 11.76995634737887 | 12.08398517849523 | 1037 | -8.998284481722123 | 38.68991402372307 |
| temporal | mondrian_borough | 0.9 | Bronx | 3 | 12.08398517849523 | 12.415026189424136 | 1280 | -9.218568963259386 | 41.288965604272484 |
| temporal | mondrian_borough | 0.9 | Bronx | 4 | 12.415026189424136 | 12.709361432334347 | 1104 | -9.394311770929933 | 39.36106740688617 |
| temporal | mondrian_borough | 0.9 | Bronx | 5 | 12.709361432334347 | 13.162640387334244 | 1185 | -9.276257720143784 | 40.654623825938714 |
| temporal | mondrian_borough | 0.9 | Bronx | 6 | 13.162640387334244 | 15.12505619200316 | 1140 | -9.753075941532797 | 51.7095797072489 |
| temporal | mondrian_borough | 0.9 | Bronx | 7 | 15.12505619200316 | null | 991 | -14.710697558658786 | 49.0457144292287 |
| temporal | mondrian_borough | 0.9 | Staten Island | 0 | null | null | 195 | -9.138607244530467 | 85.70584361846282 |
| temporal | mondrian_borough | 0.9 | EWR | 0 | null | null | 0 | null | null |
| temporal | global | 0.95 | null | 0 | null | null | 6200899 | -17.706195614913945 | 17.706195614913945 |
| temporal | mondrian | 0.95 | null | 0 | null | 11.424889511017998 | 619756 | -8.898473923288382 | 13.765193631332366 |
| temporal | mondrian | 0.95 | null | 1 | 11.424889511017998 | 11.927782036951927 | 601055 | -9.40986491885444 | 16.20927486728183 |
| temporal | mondrian | 0.95 | null | 2 | 11.927782036951927 | 12.28667212965634 | 592437 | -9.679804268116621 | 17.491522465265042 |
| temporal | mondrian | 0.95 | null | 3 | 12.28667212965634 | 12.619187060897296 | 663493 | -9.946374121957696 | 18.33395497290633 |
| temporal | mondrian | 0.95 | null | 4 | 12.619187060897296 | 12.88666267369242 | 623629 | -10.159361432334347 | 18.900521707266076 |
| temporal | mondrian | 0.95 | null | 5 | 12.88666267369242 | 13.219293045778473 | 619034 | -10.3885548110744 | 19.63422159443084 |
| temporal | mondrian | 0.95 | null | 6 | 13.219293045778473 | 13.58141899071348 | 606022 | -10.676669218450606 | 20.43540714079959 |
| temporal | mondrian | 0.95 | null | 7 | 13.58141899071348 | 14.100060541563952 | 632975 | -11.008066736668972 | 21.670950929643503 |
| temporal | mondrian | 0.95 | null | 8 | 14.100060541563952 | 16.043330009997476 | 620184 | -11.564452735314038 | 26.47504489205829 |
| temporal | mondrian | 0.95 | null | 9 | 16.043330009997476 | null | 622314 | -23.016434207575372 | 36.174856535814854 |
| temporal | mondrian_borough | 0.95 | Manhattan | 0 | null | 11.369318221350401 | 569848 | -8.86681973410981 | 13.361305344351237 |
| temporal | mondrian_borough | 0.95 | Manhattan | 1 | 11.369318221350401 | 11.853977847888713 | 566338 | -9.371059117010375 | 15.973468414478893 |
| temporal | mondrian_borough | 0.95 | Manhattan | 2 | 11.853977847888713 | 12.214248223822139 | 571837 | -9.638193255266783 | 17.20943958336253 |