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 28 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
random	mondrian_borough	0.95	hour	11	371483	351650	31.08882913699042	345	0.944593632185427	0.9486086877862825
random	mondrian_borough	0.95	hour	12	392878	371546	31.167662276934905	345	0.9438267489041531	0.9474633860211223
random	mondrian_borough	0.95	hour	13	396852	375434	31.458967152168675	347	0.9440251571728109	0.9478451253963026
random	mondrian_borough	0.95	hour	14	416534	394686	34.30835167422882	346	0.9459325734563147	0.9490449173222326
random	mondrian_borough	0.95	hour	15	418150	395882	36.90202160910434	347	0.945123833287157	0.9482362982457777
random	mondrian_borough	0.95	hour	16	390287	367128	37.30627970542703	346	0.938704874616827	0.9425201300821657
random	mondrian_borough	0.95	hour	17	444650	420220	36.057483576706424	346	0.9431385713754777	0.9467872214216325
random	mondrian_borough	0.95	hour	18	493125	467451	31.232152577799514	346	0.9458280103333804	0.9498901726916357
random	mondrian_borough	0.95	hour	19	465712	446078	31.41904296553142	346	0.9561285579817751	0.959408691733025
random	mondrian_borough	0.95	hour	20	427221	410262	31.956533742511308	347	0.958922859960561	0.9615438178546907
random	mondrian_borough	0.95	hour	21	423969	407844	32.122836335758386	345	0.9608246795864183	0.9631228127231327
random	mondrian_borough	0.95	hour	22	394995	379028	32.25461474406428	345	0.9582283814750271	0.9608164778483042
random	mondrian_borough	0.95	hour	23	312090	297597	32.88020677096678	346	0.9522796489454689	0.9547864056335692
random	mondrian_borough	0.95	borough_bin	0	683897	649766	22.86856559927458	347	0.947933363738959	0.952162243144673
random	mondrian_borough	0.95	borough_bin	1	694595	660322	25.449570756433136	346	0.9493119563171004	0.9518822461921742
random	mondrian_borough	0.95	borough_bin	2	690069	655382	26.91362131420524	346	0.9480855254211087	0.951164675035273
random	mondrian_borough	0.95	borough_bin	3	688656	654591	28.3482039666751	347	0.9489114215044162	0.9520454926754489
random	mondrian_borough	0.95	borough_bin	4	689453	654997	28.549233612957256	346	0.9487142010235351	0.9512519017719548
random	mondrian_borough	0.95	borough_bin	5	693533	658548	29.698203966307428	345	0.9481491037863646	0.9510290497900277
random	mondrian_borough	0.95	borough_bin	6	667198	633598	30.606034581766263	345	0.9481086599242204	0.9509771000648646
random	mondrian_borough	0.95	borough_bin	7	706923	671797	31.604889232949333	347	0.9490943398282518	0.9514601474264859
random	mondrian_borough	0.95	borough_bin	8	697520	662678	33.64104320216606	346	0.9487590846232137	0.9511924106706429
random	mondrian_borough	0.95	borough_bin	9	688079	653905	45.53434413672682	346	0.9482006307144207	0.9522586000353308
random	mondrian_borough	0.95	borough_bin	10	8072	7709	44.781679944608676	341	0.9494209231711095	0.9600358437811333
random	mondrian_borough	0.95	borough_bin	11	8132	7690	48.29349362960391	330	0.9398504762090217	0.9508547987717643