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 57 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
temporal	mondrian_borough	0.95	hour	23	543847	517208	31.416056247162214	61	0.9471073108001036	0.954460103084482
temporal	mondrian_borough	0.95	borough_bin	0	2409977	2258038	22.172356494128753	61	0.9305898904443809	0.9438263159800431
temporal	mondrian_borough	0.95	borough_bin	1	1275639	1204136	25.344527531418233	61	0.939770733010793	0.9478337511477627
temporal	mondrian_borough	0.95	borough_bin	2	1086441	1020022	26.847632839220942	61	0.9337292450371547	0.944740399163682
temporal	mondrian_borough	0.95	borough_bin	3	1168823	1104401	28.00838019417294	61	0.9405465477994578	0.9489583911257456
temporal	mondrian_borough	0.95	borough_bin	4	1042608	987561	28.366826131874674	61	0.9436075895611094	0.9506088287691999
temporal	mondrian_borough	0.95	borough_bin	5	1266240	1197675	29.590499033472856	61	0.942815037115107	0.9485942489317759
temporal	mondrian_borough	0.95	borough_bin	6	877407	828311	30.389881987416803	61	0.9391800272703622	0.9485778831717888
temporal	mondrian_borough	0.95	borough_bin	7	1024360	967994	31.456052824851994	61	0.9407169486968372	0.9484965112045455
temporal	mondrian_borough	0.95	borough_bin	8	852521	807827	33.335441228273986	61	0.9432759533794965	0.9518529698761391
temporal	mondrian_borough	0.95	borough_bin	9	976843	916759	45.202874205862805	61	0.9306150932237441	0.9445346560242962
temporal	mondrian_borough	0.95	borough_bin	10	19800	19082	45.88267197724881	61	0.9596091766477066	0.967678250138994
temporal	mondrian_borough	0.95	borough_bin	11	10195	9763	50.14754821274011	61	0.9490906407814833	0.9639759472125472
temporal	mondrian_borough	0.95	borough_bin	12	11499	11000	51.04056414331937	61	0.9493527632961402	0.9620367495504696
temporal	mondrian_borough	0.95	borough_bin	13	8191	7821	52.78899809042818	61	0.9451520309602455	0.962374693633171
temporal	mondrian_borough	0.95	borough_bin	14	9031	8580	54.41917343925446	61	0.9430324755068247	0.956879874168835
temporal	mondrian_borough	0.95	borough_bin	15	13010	12558	50.72355461768995	61	0.9612772964705669	0.9686491386315936
temporal	mondrian_borough	0.95	borough_bin	16	12166	11539	44.68977160173969	61	0.942062333260525	0.9552846514600102
temporal	mondrian_borough	0.95	borough_bin	17	11766	11255	34.58004755245883	61	0.9498964845766831	0.9626741584109205
temporal	mondrian_borough	0.95	borough_bin	18	11107	10620	35.18709615047189	61	0.9498572108098382	0.9615006273588359
temporal	mondrian_borough	0.95	borough_bin	19	10009	9433	56.41126403531666	61	0.934808199160758	0.949081656351772
temporal	mondrian_borough	0.95	borough_bin	20	67584	65035	43.65109297659998	61	0.956926596234333	0.9672340332202849
temporal	mondrian_borough	0.95	borough_bin	21	137085	132006	50.193740888644754	61	0.9556531535322401	0.9685022520144055
temporal	mondrian_borough	0.95	borough_bin	22	77022	72611	48.51123153079476	61	0.9364877155486067	0.9489875010962958
temporal	mondrian_borough	0.95	borough_bin	23	69203	64458	50.90265234524265	61	0.9212229654535666	0.9410269710438707