Conformal coverage

Empirical coverage of each conformal method on held-out trips, overall and by bin, borough and hour, with mean interval width (lower end clipped at 0) and a 95% interval from a bootstrap that resamples whole test days (B = 2,000, seed 20190101).

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conformal_coverage, page 46 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
temporal	mondrian_borough	0.9	bin	0	2538711	2236913	18.168371262433375	61	0.8720648783702275	0.8911546789366419
temporal	mondrian_borough	0.9	bin	1	1319429	1176540	20.862141414562263	61	0.8860822243983498	0.8972048444410355
temporal	mondrian_borough	0.9	bin	2	1193339	1055189	22.19274692421373	61	0.87687246813979	0.8921160221621686
temporal	mondrian_borough	0.9	bin	3	1390045	1239545	23.188026604802637	61	0.8860787786032812	0.8972902394219422
temporal	mondrian_borough	0.9	bin	4	1105546	988491	23.862516918229343	61	0.8905324070692759	0.8977026639907675
temporal	mondrian_borough	0.9	bin	5	1177540	1050689	24.610201542623717	61	0.885987707728075	0.897868032610119
temporal	mondrian_borough	0.9	bin	6	821295	731001	25.51931630189844	61	0.8851905714578133	0.8950554224438182
temporal	mondrian_borough	0.9	bin	7	1245994	1112853	26.701262485185293	61	0.8873778128268002	0.8987114985835734
temporal	mondrian_borough	0.9	bin	8	927343	849265	33.82565965519397	61	0.9083476291805693	0.923297215142179
temporal	mondrian_borough	0.9	bin	9	1217035	1044423	43.10930243715187	61	0.8471765222245629	0.8692662476482829
temporal	mondrian_borough	0.9	borough	Manhattan	11980859	10639762	23.59103452364932	61	0.8838549705778654	0.8922716274191758
temporal	mondrian_borough	0.9	borough	Brooklyn	116774	105837	37.171386295628515	61	0.9024619246547119	0.9099955684870434
temporal	mondrian_borough	0.9	borough	Queens	828131	729859	46.20441690628676	61	0.8680057817640368	0.8938773921850611
temporal	mondrian_borough	0.9	borough	Bronx	10119	9093	50.073273931278244	60	0.8887727396539133	0.9089047160261541
temporal	mondrian_borough	0.9	borough	Staten Island	394	358	94.77976078889081	60	0.8822055137844611	0.9340404462108813
temporal	mondrian_borough	0.9	hour	00	395335	352701	24.549052265868106	61	0.8844515495447136	0.8986920139671459
temporal	mondrian_borough	0.9	hour	01	277323	248576	23.33454790094291	61	0.890158445972084	0.9015477039008022
temporal	mondrian_borough	0.9	hour	02	185881	167175	23.70606681497584	61	0.8943953997677849	0.9036889698277782
temporal	mondrian_borough	0.9	hour	03	125358	111259	24.11187161914791	61	0.8815424121829014	0.8921081652819751
temporal	mondrian_borough	0.9	hour	04	94486	81044	25.389862947710476	61	0.8505982794426297	0.8640309989298283
temporal	mondrian_borough	0.9	hour	05	106707	97305	24.361057696931354	61	0.9060041311782595	0.9175847658893431
temporal	mondrian_borough	0.9	hour	06	234436	218107	22.228245963644756	61	0.9258343514230137	0.9347932821966607
temporal	mondrian_borough	0.9	hour	07	441447	400694	24.479215293066567	61	0.9044182319609375	0.9110734909938832
temporal	mondrian_borough	0.9	hour	08	559786	501950	25.036548613434448	61	0.8901976246922774	0.9023716431246013
temporal	mondrian_borough	0.9	hour	09	586141	523000	24.651359390731038	61	0.8843694058216991	0.8989643125590131