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 56 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
temporal	mondrian_borough	0.95	borough	Bronx	10119	9565	60.83818311128951	60	0.9386761433722376	0.9512848877483943
temporal	mondrian_borough	0.95	borough	Staten Island	394	387	115.47196782229673	60	0.9696950517836594	0.9930300182852497
temporal	mondrian_borough	0.95	hour	00	395335	373518	30.19793157857669	61	0.9391253941650095	0.9493961033834353
temporal	mondrian_borough	0.95	hour	01	277323	262667	28.69837626722565	61	0.9428124276532537	0.9507070302879729
temporal	mondrian_borough	0.95	hour	02	185881	176285	29.12360086774458	61	0.9452392436862175	0.9511119162253434
temporal	mondrian_borough	0.95	hour	03	125358	117723	29.628113374771704	61	0.9346855204576122	0.9423731599939529
temporal	mondrian_borough	0.95	hour	04	94486	86655	31.270692593259078	61	0.9120855409585232	0.9215159646292899
temporal	mondrian_borough	0.95	hour	05	106707	101724	30.039360114549254	61	0.9495418682027241	0.9568747814273523
temporal	mondrian_borough	0.95	hour	06	234436	226481	27.42473611090626	61	0.9631673182211168	0.9688357904266574
temporal	mondrian_borough	0.95	hour	07	441447	420533	30.03369901221386	61	0.9502921500665414	0.95489541304105
temporal	mondrian_borough	0.95	hour	08	559786	530993	30.70109098568489	61	0.9438055576157807	0.9523525802908839
temporal	mondrian_borough	0.95	hour	09	586141	554660	30.226277187868114	61	0.9405101221598652	0.9509973396621478
temporal	mondrian_borough	0.95	hour	10	612439	579398	29.953164854549637	61	0.9403731935840407	0.9509046504744452
temporal	mondrian_borough	0.95	hour	11	656778	618449	29.5489735520308	61	0.9354061029411659	0.9470548177822743
temporal	mondrian_borough	0.95	hour	12	701132	658302	29.670465780637247	61	0.9334158669712426	0.9437071450103831
temporal	mondrian_borough	0.95	hour	13	707271	662282	29.99627660620577	61	0.9311563049798662	0.9408457512397556
temporal	mondrian_borough	0.95	hour	14	739876	695700	32.52477516845925	61	0.9361361783265594	0.9445749260946821
temporal	mondrian_borough	0.95	hour	15	745506	699529	34.365422283403326	61	0.9336446133611139	0.9428952595647248
temporal	mondrian_borough	0.95	hour	16	685595	635494	34.450380814533084	61	0.9206204441336677	0.9329636358789083
temporal	mondrian_borough	0.95	hour	17	766241	711414	33.56035325811049	61	0.9221648404988811	0.9344642963025258
temporal	mondrian_borough	0.95	hour	18	836959	776142	29.900438014575318	61	0.9205444051663476	0.9342892649193649
temporal	mondrian_borough	0.95	hour	19	794554	749016	30.173841298481396	61	0.9360516807444793	0.9489714546485806
temporal	mondrian_borough	0.95	hour	20	726724	691158	30.627884462020234	61	0.9456637505200595	0.9560107481856043
temporal	mondrian_borough	0.95	hour	21	731784	698237	30.758113208911883	61	0.9492690007036555	0.9584853231135714
temporal	mondrian_borough	0.95	hour	22	680671	648429	30.937068105160023	61	0.9477674179322266	0.9572430502734636