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 9 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
random	mondrian_borough	0.8	hour	22	394995	324898	20.079262884562308	345	0.8195147517505449	0.8255343218305718
random	mondrian_borough	0.8	hour	23	312090	252005	20.467054095372152	346	0.8047544363848593	0.8101196328108695
random	mondrian_borough	0.8	borough_bin	0	683897	547070	13.752036858249452	347	0.7954657022935573	0.8042993646481293
random	mondrian_borough	0.8	borough_bin	1	694595	556499	15.59718013798819	346	0.7982009439655717	0.8040280188226925
random	mondrian_borough	0.8	borough_bin	2	690069	551236	16.763736518268583	346	0.7956070692744603	0.801719555008724
random	mondrian_borough	0.8	borough_bin	3	688656	551068	17.734836507078736	347	0.7967556166333686	0.8034862164850156
random	mondrian_borough	0.8	borough_bin	4	689453	551277	17.97744488216609	346	0.7969628847105085	0.8022513566070558
random	mondrian_borough	0.8	borough_bin	5	693533	554423	18.721976628527628	345	0.7964523796936356	0.8026273040025345
random	mondrian_borough	0.8	borough_bin	6	667198	533937	19.379081415154577	345	0.7971592053973541	0.8028851113468286
random	mondrian_borough	0.8	borough_bin	7	706923	565702	20.03992943238074	347	0.7974644705090104	0.8028382746162186
random	mondrian_borough	0.8	borough_bin	8	697520	558440	21.294994833077702	346	0.7977898293221688	0.8030777377817375
random	mondrian_borough	0.8	borough_bin	9	688079	550530	27.893451948945984	346	0.797277577795424	0.8028017797359771
random	mondrian_borough	0.8	borough_bin	10	8072	6499	26.311019063774552	341	0.7949000667699194	0.8156104909016076
random	mondrian_borough	0.8	borough_bin	11	8132	6455	29.977846485649476	330	0.7815957215538509	0.8048279711420894
random	mondrian_borough	0.8	borough_bin	12	7997	6261	31.226361015897346	336	0.7718777376849767	0.7942254614242352
random	mondrian_borough	0.8	borough_bin	13	8106	6514	32.77370668482608	341	0.7937197996991996	0.8132350657363274
random	mondrian_borough	0.8	borough_bin	14	8104	6467	31.978495824796546	344	0.7880972245531305	0.8087924554779248
random	mondrian_borough	0.8	borough_bin	15	7867	6250	28.86907361930987	342	0.7848471671784991	0.8045293349793999
random	mondrian_borough	0.8	borough_bin	16	8365	6669	20.552968528644925	345	0.7864393590597503	0.8083974117426243
random	mondrian_borough	0.8	borough_bin	17	7989	6333	17.773235112894312	346	0.7829669593171471	0.8027349593887289
random	mondrian_borough	0.8	borough_bin	18	7990	6401	20.738338725527115	345	0.7909330093449706	0.8114834320101297
random	mondrian_borough	0.8	borough_bin	19	8278	6613	36.081776253913006	345	0.7881074655932839	0.8098146689045442
random	mondrian_borough	0.8	borough_bin	20	50246	40224	25.084745637433024	346	0.7932762774201638	0.8076949332872211
random	mondrian_borough	0.8	borough_bin	21	50758	40465	31.3138332084897	345	0.7883542674618367	0.8058423901330047
random	mondrian_borough	0.8	borough_bin	22	51100	41032	30.757758481176708	345	0.7953962612137543	0.8106312854713676