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 15 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
random	mondrian	0.9	hour	10	354160	317919	25.81296733810218	346	0.8950695848639421	0.9002369590259234
random	mondrian	0.9	hour	11	371483	332436	25.64854565772459	345	0.8920147384735276	0.8977249536938932
random	mondrian	0.9	hour	12	392878	350921	25.738400178931563	345	0.8905422433404258	0.8957686871947959
random	mondrian	0.9	hour	13	396852	354852	25.983475252822284	347	0.8913619306555929	0.8967440073066663
random	mondrian	0.9	hour	14	416534	373318	28.034317657014547	346	0.893856893896272	0.8985563927563073
random	mondrian	0.9	hour	15	418150	372973	29.675284440332568	347	0.8894126202236986	0.8944728930724679
random	mondrian	0.9	hour	16	390287	344186	29.807201692976637	346	0.8788112496859949	0.8849410186840533
random	mondrian	0.9	hour	17	444650	395649	28.980892094789162	346	0.8869418970143044	0.8923903422770386
random	mondrian	0.9	hour	18	493125	442391	25.680069976395288	346	0.8941757207150127	0.8998906077756881
random	mondrian	0.9	hour	19	465712	425012	25.82665564623331	346	0.9102071790566639	0.9148546159487142
random	mondrian	0.9	hour	20	427221	391392	26.243601875041563	347	0.9140470909882442	0.9180552452726783
random	mondrian	0.9	hour	21	423969	389763	26.409239447583804	345	0.9173482526898199	0.9213016659242739
random	mondrian	0.9	hour	22	394995	361520	26.559763924135535	345	0.9132205187490566	0.9172204366940424
random	mondrian	0.9	hour	23	312090	281882	27.098829559711763	346	0.9013116091911282	0.9050380927725507
random	mondrian	0.9	borough_bin	0	683897	617713	18.727230214155522	347	0.8998127184626193	0.9064653781143294
random	mondrian	0.9	borough_bin	1	694595	625173	20.698162992345726	346	0.8980438667503631	0.902042137552821
random	mondrian	0.9	borough_bin	2	690069	621738	22.23308078549897	346	0.8986516070367692	0.9030667532680914
random	mondrian	0.9	borough_bin	3	688656	620236	23.201711752700643	347	0.8981540714394278	0.9029252855743249
random	mondrian	0.9	borough_bin	4	689453	621978	23.732222708330653	346	0.900231990952259	0.9038927766063743
random	mondrian	0.9	borough_bin	5	693533	624726	24.46363732472946	345	0.8984649120409589	0.903158060216817
random	mondrian	0.9	borough_bin	6	667198	600590	25.30947712356652	345	0.897860786943572	0.9021029129511907
random	mondrian	0.9	borough_bin	7	706923	637876	26.287218407786582	347	0.9002773105832785	0.9043217908691293
random	mondrian	0.9	borough_bin	8	697520	632976	28.548754523786847	346	0.9054393686496813	0.9094529364166063
random	mondrian	0.9	borough_bin	9	688079	622327	37.27389086616606	346	0.9018716932992903	0.9070282823591846
random	mondrian	0.9	borough_bin	10	8072	6250	23.56432738279653	341	0.761770316231606	0.7854404208195109