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 36 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
temporal	mondrian	0.8	borough_bin	27	101312	66068	36.009682933772766	61	0.6097347974941306	0.6877343355158223
temporal	mondrian	0.8	borough_bin	28	67805	49919	36.00968293375934	61	0.7085059689405447	0.7653469077352929
temporal	mondrian	0.8	borough_bin	29	79889	50024	36.00968293376548	61	0.5915031792708367	0.6602848522337563
temporal	mondrian	0.8	borough_bin	30	2283	1271	13.606917237211196	60	0.5072690908965282	0.5888318897383313
temporal	mondrian	0.8	borough_bin	31	1709	1074	15.011017097990052	54	0.5968674044508169	0.653465913392791
temporal	mondrian	0.8	borough_bin	32	1297	851	16.364097669959104	45	0.5926317234911244	0.7007979422492537
temporal	mondrian	0.8	borough_bin	33	806	498	17.22107720945237	50	0.5704967362531191	0.6578756361535212
temporal	mondrian	0.8	borough_bin	34	1222	767	17.890301060596087	52	0.599056124828441	0.6522151776624465
temporal	mondrian	0.8	borough_bin	35	1116	691	18.692546955018923	52	0.5855619813930099	0.6430799050632912
temporal	mondrian	0.8	borough_bin	36	1294	816	21.05613999091839	56	0.6029762681733704	0.6510628875004497
temporal	mondrian	0.8	borough_bin	37	392	218	32.77955316645138	60	0.5157559545128939	0.5940082545279692
temporal	mondrian	0.8	borough_bin	38	394	70	15.267556203570384	60	0.136481459775504	0.22030430984274893
temporal	mondrian_borough	0.8	all	all	12936277	10135312	19.192210033716044	61	0.778674792701217	0.7885560583982747
temporal	mondrian_borough	0.8	bin	0	2538711	1974292	13.625098734586055	61	0.7666395420910819	0.7904756139711647
temporal	mondrian_borough	0.8	bin	1	1319429	1040003	15.791130980757266	61	0.7806488162661015	0.7958955607567003
temporal	mondrian_borough	0.8	bin	2	1193339	928219	16.88909031236162	61	0.7686929700121011	0.7876072207689557
temporal	mondrian_borough	0.8	bin	3	1390045	1095696	17.723264869372972	61	0.7814852377027932	0.7949623474687708
temporal	mondrian_borough	0.8	bin	4	1105546	873924	18.26587850984697	61	0.7855635765782597	0.7954960893445424
temporal	mondrian_borough	0.8	bin	5	1177540	927914	18.855211764404018	61	0.7794978221131124	0.7956188444972956
temporal	mondrian_borough	0.8	bin	6	821295	644481	19.595041289632654	61	0.7783812581629145	0.7910027445432061
temporal	mondrian_borough	0.8	bin	7	1245994	983246	20.54582177489806	61	0.7814553661321789	0.7967308838881395
temporal	mondrian_borough	0.8	bin	8	927343	754923	25.85678240287006	61	0.8044760761022535	0.8240809413993618
temporal	mondrian_borough	0.8	bin	9	1217035	912614	32.86003602802033	61	0.7347928957163881	0.7653209984127224
temporal	mondrian_borough	0.8	borough	Manhattan	11980859	9392931	17.983531477320835	61	0.7788449764230218	0.7892453706751763
temporal	mondrian_borough	0.8	borough	Brooklyn	116774	94244	27.499148837567557	61	0.8006009642083077	0.812923216813159