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 34 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
temporal	mondrian	0.8	hour	01	277323	218769	17.76480018372754	61	0.7816617774507817	0.7961613607879043
temporal	mondrian	0.8	hour	02	185881	148621	18.171931600782827	61	0.7928120893640268	0.8054258398549572
temporal	mondrian	0.8	hour	03	125358	98692	18.69229218994671	61	0.7798762928807518	0.7929782393511743
temporal	mondrian	0.8	hour	04	94486	72353	19.972177757537718	61	0.7596606060583333	0.7713187461506555
temporal	mondrian	0.8	hour	05	106707	89777	19.12375687645233	61	0.8322454698736761	0.8497985438058537
temporal	mondrian	0.8	hour	06	234436	200031	17.152855857123406	61	0.846925959883102	0.8594003472834969
temporal	mondrian	0.8	hour	07	441447	359755	18.788861712785753	61	0.8100043503396837	0.8199215490982723
temporal	mondrian	0.8	hour	08	559786	445425	19.312369296899973	61	0.7877288357965981	0.8032345334230236
temporal	mondrian	0.8	hour	09	586141	462974	19.003565740674635	61	0.7802418371707068	0.7990115315301932
temporal	mondrian	0.8	hour	10	612439	483930	18.83609070239251	61	0.7796719841647075	0.799980240116391
temporal	mondrian	0.8	hour	11	656778	513821	18.60321185367003	61	0.7714366189569538	0.7924669855095396
temporal	mondrian	0.8	hour	12	701132	543668	18.67772260334777	61	0.7660637663614192	0.7840446863067293
temporal	mondrian	0.8	hour	13	707271	544851	18.885345749265202	61	0.7618378481396604	0.7780329461819708
temporal	mondrian	0.8	hour	14	739876	573824	20.331658900351734	61	0.7676121852598019	0.7831831391278671
temporal	mondrian	0.8	hour	15	745506	574098	21.196078410858597	61	0.761068823996085	0.7789157644110879
temporal	mondrian	0.8	hour	16	685595	515930	21.178683487673894	61	0.7419979209627294	0.7627957650247192
temporal	mondrian	0.8	hour	17	766241	577546	20.634503289079873	61	0.7445824290378364	0.7628267365870637
temporal	mondrian	0.8	hour	18	836959	634497	18.762551251340575	61	0.7478158468100605	0.7685543581869315
temporal	mondrian	0.8	hour	19	794554	624486	18.933738935143946	61	0.774963026492866	0.7965884458741941
temporal	mondrian	0.8	hour	20	726724	582083	19.20186211813015	61	0.7914201046986175	0.8101613523901767
temporal	mondrian	0.8	hour	21	731784	590551	19.303879790821053	61	0.7975057085727851	0.8159217353787914
temporal	mondrian	0.8	hour	22	680671	545943	19.458281817449027	61	0.7919912743629004	0.8114481950461006
temporal	mondrian	0.8	hour	23	543847	434126	19.791514694950788	61	0.7901452827801999	0.8055407492372322
temporal	mondrian	0.8	borough_bin	0	2409977	1884073	13.619595038157604	61	0.7706036171330697	0.7947334250107325
temporal	mondrian	0.8	borough_bin	1	1275639	1003702	15.611340468081067	61	0.7786671050118017	0.794544653414004