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).

1,440 rows Download CSV

conformal_coverage, page 18 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
random	mondrian_borough	0.9	hour	04	56261	48025	26.180691095563628	345	0.8492499581047985	0.8577940039694119
random	mondrian_borough	0.9	hour	05	65924	59962	24.501865765494998	346	0.9068205457119657	0.9125032571609696
random	mondrian_borough	0.9	hour	06	153536	142522	22.73948572644435	346	0.9259422209255401	0.9305565137170634
random	mondrian_borough	0.9	hour	07	272387	246353	25.005488614421655	345	0.9025915963459809	0.90630449317038
random	mondrian_borough	0.9	hour	08	342210	306455	25.940637617355556	346	0.8931393231778249	0.8978228102948811
random	mondrian_borough	0.9	hour	09	349529	311851	25.677986870223954	346	0.889663198293208	0.8945925553375353
random	mondrian_borough	0.9	hour	10	354160	317503	25.569290394629103	346	0.8938008708738696	0.8991075439635227
random	mondrian_borough	0.9	hour	11	371483	332037	25.37045731308063	345	0.8907835458444426	0.8966319375137841
random	mondrian_borough	0.9	hour	12	392878	350571	25.425742009177256	345	0.8896092095747932	0.8950371998236758
random	mondrian_borough	0.9	hour	13	396852	354510	25.63766644125709	347	0.8904573177501746	0.895986510716973
random	mondrian_borough	0.9	hour	14	416534	373022	27.84306955416472	346	0.893121932836512	0.8977872374569666
random	mondrian_borough	0.9	hour	15	418150	373431	29.830041282507228	347	0.8906874881579687	0.8953546944947426
random	mondrian_borough	0.9	hour	16	390287	345037	30.1204925643903	346	0.8812643090138284	0.8868966914921018
random	mondrian_borough	0.9	hour	17	444650	396183	29.16854152748421	346	0.8883457487939094	0.8935992260712229
random	mondrian_borough	0.9	hour	18	493125	441997	25.47188338673108	346	0.8933077359909098	0.8991658861236445
random	mondrian_borough	0.9	hour	19	465712	424799	25.632899702630972	346	0.9097119278216326	0.9144523786284041
random	mondrian_borough	0.9	hour	20	427221	391434	26.052079431791665	347	0.9139985217700203	0.918225143863023
random	mondrian_borough	0.9	hour	21	423969	389845	26.194172922760163	345	0.9174946950510223	0.9214712539746253
random	mondrian_borough	0.9	hour	22	394995	361901	26.304712355259387	345	0.9141798756384755	0.918180371394187
random	mondrian_borough	0.9	hour	23	312090	282683	26.81055025217163	346	0.9038697197385843	0.9076292342179322
random	mondrian_borough	0.9	borough_bin	0	683897	615164	18.421178084080182	347	0.8960029279454954	0.9028362568921998
random	mondrian_borough	0.9	borough_bin	1	694595	625554	20.680753512417944	346	0.8985109395577184	0.9025994627974685
random	mondrian_borough	0.9	borough_bin	2	690069	620601	22.016915217034406	346	0.8968563508366603	0.9016062782697135
random	mondrian_borough	0.9	borough_bin	3	688656	620308	23.232013856618728	347	0.8982718803532133	0.9030685540182977
random	mondrian_borough	0.9	borough_bin	4	689453	620759	23.52499362417505	346	0.8984396325735866	0.9022112682959944