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 43 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
temporal	mondrian	0.9	bin	4	1105546	988784	23.90404775247966	61	0.8902474624723753	0.8986064770975255
temporal	mondrian	0.9	bin	5	1177540	1051865	24.643959890188977	61	0.8871242272584366	0.8983894723776882
temporal	mondrian	0.9	bin	6	821295	731619	25.56077608866589	61	0.8860518422085656	0.8951291828989357
temporal	mondrian	0.9	bin	7	1245994	1115311	26.769304502576816	61	0.8890980189523725	0.8999876933968445
temporal	mondrian	0.9	bin	8	927343	830462	31.11493397793701	61	0.8897659161559874	0.9005138408737268
temporal	mondrian	0.9	bin	9	1217035	1068821	47.283156260400794	61	0.8668219789925524	0.8899054050503674
temporal	mondrian	0.9	borough	Manhattan	11980859	10673143	23.8922566834853	61	0.8868411082899463	0.8948328943847135
temporal	mondrian	0.9	borough	Brooklyn	116774	102987	37.934971750349185	61	0.8708156227993851	0.8921019606916897
temporal	mondrian	0.9	borough	Queens	828131	714177	45.518051787949204	61	0.848186504857014	0.8760815178343582
temporal	mondrian	0.9	borough	Bronx	10119	7253	22.705835484798218	60	0.7022031484489647	0.7318746151950448
temporal	mondrian	0.9	borough	Staten Island	394	110	20.270746547020465	60	0.23513175675675677	0.3220779220779221
temporal	mondrian	0.9	hour	00	395335	350867	24.69646274545583	61	0.8795996703991151	0.8942210081609849
temporal	mondrian	0.9	hour	01	277323	247432	23.38513687025537	61	0.8864329713343349	0.8977551339088033
temporal	mondrian	0.9	hour	02	185881	167022	23.8659704793337	61	0.8938801005327758	0.9026204921660658
temporal	mondrian	0.9	hour	03	125358	111750	24.532573697054787	61	0.8860715601276875	0.8956865465803536
temporal	mondrian	0.9	hour	04	94486	82979	26.237462632570185	61	0.8741461554577741	0.8820530588836936
temporal	mondrian	0.9	hour	05	106707	98882	25.334878626096014	61	0.9207176977600915	0.9319381932036579
temporal	mondrian	0.9	hour	06	234436	218865	22.7487529315578	61	0.9291594709211027	0.9379606350567756
temporal	mondrian	0.9	hour	07	441447	400864	24.69026526583085	61	0.9050485432199524	0.9112388568880087
temporal	mondrian	0.9	hour	08	559786	503021	25.319779926520145	61	0.892240734978018	0.9042711362380438
temporal	mondrian	0.9	hour	09	586141	524128	24.936434645747294	61	0.8863520812063083	0.900837351068028
temporal	mondrian	0.9	hour	10	612439	547925	24.740698386293985	61	0.8866782112460377	0.9021197547925018
temporal	mondrian	0.9	hour	11	656778	583141	24.444933292294213	61	0.8793892742797929	0.8956008042228278
temporal	mondrian	0.9	hour	12	701132	619179	24.54891071285677	61	0.8756269478521334	0.8898804679869758
temporal	mondrian	0.9	hour	13	707271	621679	24.82394685877001	61	0.8719742437204888	0.885151478484903