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 17 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
random	mondrian	0.9	borough_bin	36	1011	750	24.29352500175976	173	0.717448221099229	0.764830290637585
random	mondrian	0.9	borough_bin	37	994	664	25.63237936465867	249	0.6415455742016066	0.6953414430288244
random	mondrian	0.9	borough_bin	38	1037	723	29.11029173125031	267	0.6690389880228743	0.7268406986995811
random	mondrian	0.9	borough_bin	39	914	722	47.70245098131446	208	0.759071908264425	0.8189828277886497
random	mondrian	0.9	borough_bin	40	258	91	22.268796217546196	188	0.29089442815249267	0.416988416988417
random	mondrian_borough	0.9	all	all	7497013	6747395	26.42052649639378	347	0.8987203266782369	0.9012851303046013
random	mondrian_borough	0.9	bin	0	746041	672116	18.754069841987622	347	0.897683794075346	0.9040110895541018
random	mondrian_borough	0.9	bin	1	751838	677691	20.96028261458382	346	0.8991393565109176	0.9035114312599725
random	mondrian_borough	0.9	bin	2	749162	673467	22.390716919441054	347	0.896533671256212	0.9013252295113943
random	mondrian_borough	0.9	bin	3	736694	663952	23.416448390499212	346	0.8991693981245015	0.9032464640487979
random	mondrian_borough	0.9	bin	4	761776	685519	23.920620375561747	346	0.8979108243554977	0.9018295959012794
random	mondrian_borough	0.9	bin	5	752116	676898	24.84422374363615	345	0.8977818263515094	0.9022203609762242
random	mondrian_borough	0.9	bin	6	738417	664382	25.765753784531675	347	0.8975785208675685	0.901711973006842
random	mondrian_borough	0.9	bin	7	761703	686830	27.157169670565366	345	0.8998656254529108	0.9034366584638446
random	mondrian_borough	0.9	bin	8	751753	689886	33.60126073091995	346	0.9159564886572965	0.9194347123682279
random	mondrian_borough	0.9	bin	9	747513	656654	43.371349891535736	346	0.8747663486411256	0.8821713303775289
random	mondrian_borough	0.9	borough	Manhattan	6899923	6210162	24.781393856519422	347	0.8988062892505623	0.9012393900929072
random	mondrian_borough	0.9	borough	Brooklyn	80900	72675	37.25244730634346	346	0.8953598836526164	0.9014766114108145
random	mondrian_borough	0.9	borough	Queens	506029	455412	46.51761913656432	346	0.8961083818795811	0.9038333571504742
random	mondrian_borough	0.9	borough	Bronx	9903	8913	51.295570581905736	344	0.89367137301418	0.9063874443161132
random	mondrian_borough	0.9	borough	Staten Island	258	233	94.39478394004769	188	0.8642519970951343	0.9369378832614127
random	mondrian_borough	0.9	hour	00	221721	198254	25.569180440838704	345	0.8916868039208131	0.8964882780307525
random	mondrian_borough	0.9	hour	01	153861	138494	24.53873234827741	345	0.8967931950324055	0.9029806021613388
random	mondrian_borough	0.9	hour	02	106424	95735	24.74669945249575	344	0.8968106479355009	0.9022764721519394
random	mondrian_borough	0.9	hour	03	73054	64791	24.937701882402653	345	0.883064458876828	0.8903191418516376