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 38 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
temporal	mondrian_borough	0.8	hour	22	680671	546803	19.212616983721453	61	0.793410895856271	0.8129806343394331
temporal	mondrian_borough	0.8	hour	23	543847	435589	19.507102173492655	61	0.7926032160828614	0.8085017248424878
temporal	mondrian_borough	0.8	borough_bin	0	2409977	1870602	13.408904678336343	61	0.7647750040467732	0.7894335992358807
temporal	mondrian_borough	0.8	borough_bin	1	1275639	1004448	15.635420638989764	61	0.7792298976314047	0.795544834173398
temporal	mondrian_borough	0.8	borough_bin	2	1086441	841708	16.65634448048715	61	0.7659634367471595	0.7847314607984596
temporal	mondrian_borough	0.8	borough_bin	3	1168823	920879	17.57826652721741	61	0.7814840976388339	0.7941554568102441
temporal	mondrian_borough	0.8	borough_bin	4	1042608	825629	17.877523682598913	61	0.7853285541601231	0.7985370991402093
temporal	mondrian_borough	0.8	borough_bin	5	1266240	997903	18.59470179676977	61	0.7823294748269627	0.7942831476923329
temporal	mondrian_borough	0.8	borough_bin	6	877407	687945	19.194727519889252	61	0.7745877781624734	0.7923953946394451
temporal	mondrian_borough	0.8	borough_bin	7	1024360	805019	19.882948131807705	61	0.7777491388424379	0.7927771150699034
temporal	mondrian_borough	0.8	borough_bin	8	852521	672080	21.102706874002855	61	0.7785271772337287	0.7974797735608826
temporal	mondrian_borough	0.8	borough_bin	9	976843	766718	27.815977331251176	61	0.7759108737819875	0.7928561012211499
temporal	mondrian_borough	0.8	borough_bin	10	19800	15901	27.165719619154032	61	0.7922028132907135	0.8169030486449013
temporal	mondrian_borough	0.8	borough_bin	11	10195	8232	30.280549774294418	61	0.7823104042072929	0.8260338165754106
temporal	mondrian_borough	0.8	borough_bin	12	11499	9271	31.84563821536722	61	0.7833656030356354	0.8233964615224549
temporal	mondrian_borough	0.8	borough_bin	13	8191	6560	32.40109098658808	61	0.780435966249359	0.8177673457584382
temporal	mondrian_borough	0.8	borough_bin	14	9031	7254	32.350220450457556	61	0.7889141091156204	0.8170343796375003
temporal	mondrian_borough	0.8	borough_bin	15	13010	10765	29.23649254067126	61	0.8178677963138774	0.8362633878845
temporal	mondrian_borough	0.8	borough_bin	16	12166	9747	21.69009805299056	61	0.7767095288350172	0.8243189045943122
temporal	mondrian_borough	0.8	borough_bin	17	11766	9493	18.21794475603174	61	0.7964816400455358	0.816837259203776
temporal	mondrian_borough	0.8	borough_bin	18	11107	8972	20.852364344146068	61	0.7961126838690684	0.8188179313567626
temporal	mondrian_borough	0.8	borough_bin	19	10009	8049	35.03256392379556	61	0.7929206868138107	0.8153495659393073
temporal	mondrian_borough	0.8	borough_bin	20	67584	56278	25.345384968382344	61	0.8178226433398771	0.8475574578760899
temporal	mondrian_borough	0.8	borough_bin	21	137085	113882	31.10824740864513	61	0.8138688240219889	0.8446450235343768
temporal	mondrian_borough	0.8	borough_bin	22	77022	60239	30.194002186889357	61	0.7642996858908581	0.8008192447568161