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 7 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
random	mondrian	0.8	borough_bin	29	50198	36470	36.448634015408814	344	0.7120433020489547	0.7405120695973268
random	mondrian	0.8	borough_bin	30	1045	457	13.972014286124274	298	0.3911489712364783	0.4800719962742119
random	mondrian	0.8	borough_bin	31	1035	604	14.973610850852356	178	0.5496466601272312	0.6115795623224055
random	mondrian	0.8	borough_bin	32	1032	590	16.510970867815487	216	0.5344001090309018	0.60568166051726
random	mondrian	0.8	borough_bin	33	884	514	17.134974715838304	187	0.5479592892544148	0.6135721408094585
random	mondrian	0.8	borough_bin	34	1017	606	17.77332981098845	185	0.5650288134569645	0.6266566294853456
random	mondrian	0.8	borough_bin	35	934	580	18.020584798014855	162	0.58501934580978	0.6577129722616615
random	mondrian	0.8	borough_bin	36	1011	632	18.617899862389603	173	0.595577995122194	0.654870811516135
random	mondrian	0.8	borough_bin	37	994	562	19.68821834639578	249	0.536228935379716	0.5927780839607398
random	mondrian	0.8	borough_bin	38	1037	633	22.44295947354095	267	0.5817220634193376	0.6401727164007219
random	mondrian	0.8	borough_bin	39	914	624	36.272361572120424	208	0.6509889145300356	0.7128623934749502
random	mondrian	0.8	borough_bin	40	258	70	16.735574141858685	188	0.21456766917293232	0.3305102255217818
random	mondrian_borough	0.8	all	all	7497013	5997795	20.15770935395244	347	0.7982733246034698	0.8017594836247905
random	mondrian_borough	0.8	bin	0	746041	598139	14.019561660250714	347	0.7976098006210489	0.805838426520138
random	mondrian_borough	0.8	bin	1	751838	603282	15.830634385831923	346	0.7995750538747667	0.8052874791972784
random	mondrian_borough	0.8	bin	2	749162	598085	17.054671678917195	347	0.795043805692429	0.8015106850877243
random	mondrian_borough	0.8	bin	3	736694	589629	17.87432989157933	346	0.7974532430034238	0.8032507486361019
random	mondrian_borough	0.8	bin	4	761776	609172	18.302478565702515	346	0.7969344169998152	0.8023760415216975
random	mondrian_borough	0.8	bin	5	752116	601873	19.06877452205023	345	0.7974162339599821	0.8031965254633695
random	mondrian_borough	0.8	bin	6	738417	590815	19.816815242717556	347	0.797122737737994	0.802723665043095
random	mondrian_borough	0.8	bin	7	761703	611192	20.906652598133032	345	0.7998512496142511	0.8047921027065997
random	mondrian_borough	0.8	bin	8	751753	614668	25.656240056342366	346	0.8152650995340498	0.819928376433465
random	mondrian_borough	0.8	bin	9	747513	580940	33.02623128627312	346	0.7718011617466444	0.7824912753665018
random	mondrian_borough	0.8	borough	Manhattan	6899923	5520182	18.919327532867847	347	0.7984207423432284	0.8016515727696749
random	mondrian_borough	0.8	borough	Brooklyn	80900	64462	27.640423097255862	346	0.792754672582217	0.8010432126412914