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 19 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
random	mondrian_borough	0.9	borough_bin	5	693533	623863	24.40628165526963	345	0.8973366972141341	0.9018736547885646
random	mondrian_borough	0.9	borough_bin	6	667198	600171	25.21614882955037	345	0.8973408146736336	0.9014904871144095
random	mondrian_borough	0.9	borough_bin	7	706923	636181	26.016596508640124	347	0.8979129928100901	0.9017841693260181
random	mondrian_borough	0.9	borough_bin	8	697520	628237	27.62797457020252	346	0.8987232252729089	0.9024791400911477
random	mondrian_borough	0.9	borough_bin	9	688079	619324	36.62634396545751	346	0.8976322286302897	0.9022872989621692
random	mondrian_borough	0.9	borough_bin	10	8072	7263	35.432583627920756	341	0.8913878031071402	0.9077278667214757
random	mondrian_borough	0.9	borough_bin	11	8132	7273	39.54065705084829	330	0.8856100469958552	0.9026926244107203
random	mondrian_borough	0.9	borough_bin	12	7997	7165	41.09552825703973	336	0.8880619956848494	0.9036610868076522
random	mondrian_borough	0.9	borough_bin	13	8106	7302	42.72524932347141	341	0.8929739318066316	0.9080589594333643
random	mondrian_borough	0.9	borough_bin	14	8104	7261	42.461617190369765	344	0.8881499163593998	0.9035037264599342
random	mondrian_borough	0.9	borough_bin	15	7867	7036	40.82676621049298	342	0.8863999062278224	0.9024280083931385
random	mondrian_borough	0.9	borough_bin	16	8365	7518	30.92430958774049	345	0.8907836323755979	0.9065977619299934
random	mondrian_borough	0.9	borough_bin	17	7989	7158	24.848940871357687	346	0.8881309206668802	0.9036655841054543
random	mondrian_borough	0.9	borough_bin	18	7990	7230	27.667387737399444	345	0.8980688968098591	0.9114587389667705
random	mondrian_borough	0.9	borough_bin	19	8278	7469	46.827634281192694	345	0.89502165363098	0.90959124009557
random	mondrian_borough	0.9	borough_bin	20	50246	45311	34.01579895834179	346	0.8966453059382946	0.9064858198130678
random	mondrian_borough	0.9	borough_bin	21	50758	45682	41.524341140055775	345	0.8936592631127914	0.905953852266014
random	mondrian_borough	0.9	borough_bin	22	51100	45960	40.58308813232085	345	0.8946068533807164	0.9040447114188427
random	mondrian_borough	0.9	borough_bin	23	50677	45566	42.33481462089415	345	0.8939555959086966	0.9042052075050925
random	mondrian_borough	0.9	borough_bin	24	50519	45299	44.82808934866869	346	0.8891246090516588	0.9037176591612468
random	mondrian_borough	0.9	borough_bin	25	50834	45711	48.192815866134424	345	0.8926817945619981	0.905864886946808
random	mondrian_borough	0.9	borough_bin	26	50632	45597	52.99984612921534	345	0.8940557604713875	0.9069981465705256
random	mondrian_borough	0.9	borough_bin	27	50618	45497	58.356631025749266	345	0.8907189577314885	0.9067700021881245
random	mondrian_borough	0.9	borough_bin	28	50447	45556	46.293939524278734	345	0.8957357938384812	0.9099088816994078
random	mondrian_borough	0.9	borough_bin	29	50198	45233	56.09662486004173	344	0.8930191475196337	0.9087926690625077