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 48 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
temporal	mondrian_borough	0.9	borough_bin	11	10195	9258	40.38259838397397	61	0.8920501584881213	0.9199836391899266
temporal	mondrian_borough	0.9	borough_bin	12	11499	10448	41.51149615323743	61	0.8953800780773052	0.9189072362149115
temporal	mondrian_borough	0.9	borough_bin	13	8191	7341	42.61059242097091	61	0.8803218149249236	0.9085808060386141
temporal	mondrian_borough	0.9	borough_bin	14	9031	8140	42.828774588710374	61	0.8910426538199746	0.9116719896003488
temporal	mondrian_borough	0.9	borough_bin	15	13010	12021	41.13649399636711	61	0.9166009275095114	0.9302862549071158
temporal	mondrian_borough	0.9	borough_bin	16	12166	10892	31.979522375738238	61	0.8826928600510825	0.9085400001866449
temporal	mondrian_borough	0.9	borough_bin	17	11766	10663	25.649638900742353	61	0.8972215428113607	0.9147447034104914
temporal	mondrian_borough	0.9	borough_bin	18	11107	10048	27.822969977097493	61	0.895081687336146	0.9133775683383828
temporal	mondrian_borough	0.9	borough_bin	19	10009	8928	45.47932004415944	61	0.8822675570944334	0.9010513356970729
temporal	mondrian_borough	0.9	borough_bin	20	67584	62217	34.229675708804685	61	0.911363639228222	0.9295462470523677
temporal	mondrian_borough	0.9	borough_bin	21	137085	126593	41.31896609772694	61	0.9117753716641376	0.9325775656934193
temporal	mondrian_borough	0.9	borough_bin	22	77022	68437	39.82669260538321	61	0.8780131194817523	0.8998675819000479
temporal	mondrian_borough	0.9	borough_bin	23	69203	60163	41.86364008146824	61	0.8537130063045177	0.8852148898515386
temporal	mondrian_borough	0.9	borough_bin	24	65234	55761	44.093285803553634	61	0.8287635486678898	0.879298274285834
temporal	mondrian_borough	0.9	borough_bin	25	71692	61614	47.51707338925205	61	0.837503477862799	0.8793531582661103
temporal	mondrian_borough	0.9	borough_bin	26	91305	78144	51.33528995919659	61	0.8368801512385874	0.8727899361529867
temporal	mondrian_borough	0.9	borough_bin	27	101312	90002	57.667817637729314	61	0.8684075389646659	0.9060649563109713
temporal	mondrian_borough	0.9	borough_bin	28	67805	59048	45.308356859753026	61	0.8497615256314679	0.8924992554569764
temporal	mondrian_borough	0.9	borough_bin	29	79889	67880	55.53181220776676	61	0.823740200268307	0.8729304057439266
temporal	mondrian_borough	0.9	borough_bin	30	2283	2112	47.693643988081355	60	0.8952067466556645	0.9444660014754483
temporal	mondrian_borough	0.9	borough_bin	31	1709	1507	44.13053030625301	54	0.8645658163343617	0.8988922268043547
temporal	mondrian_borough	0.9	borough_bin	32	1297	1201	47.68819850544422	45	0.9047192868215871	0.9391693092787706
temporal	mondrian_borough	0.9	borough_bin	33	806	722	50.507534567531515	50	0.8671842830882353	0.9235141011529925
temporal	mondrian_borough	0.9	borough_bin	34	1222	1098	48.755379177817225	52	0.8755508088173358	0.9173557599037753
temporal	mondrian_borough	0.9	borough_bin	35	1116	984	49.93088154608266	52	0.8577076875017071	0.901077541015371