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).

1,440 rows Download CSV

conformal_coverage, page 39 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
temporal	mondrian_borough	0.8	borough_bin	23	69203	52059	31.751048639829413	61	0.7289007037076204	0.7776163282093563
temporal	mondrian_borough	0.8	borough_bin	24	65234	48502	34.30887908209451	61	0.7110534577476312	0.7774260001535785
temporal	mondrian_borough	0.8	borough_bin	25	71692	52927	36.83602262735792	61	0.7095321771371452	0.7666276895920656
temporal	mondrian_borough	0.8	borough_bin	26	91305	66891	38.25817484118737	61	0.7112809441306335	0.7538525494478006
temporal	mondrian_borough	0.8	borough_bin	27	101312	79578	44.65621972259557	61	0.7508752809043626	0.8168240415060667
temporal	mondrian_borough	0.8	borough_bin	28	67805	51329	34.80671649445925	61	0.7278446514597107	0.7881557160067081
temporal	mondrian_borough	0.8	borough_bin	29	79889	58007	42.934263373123876	61	0.6941187026507335	0.7565316770977465
temporal	mondrian_borough	0.8	borough_bin	30	2283	1885	37.07804012607084	60	0.7790050712689518	0.8556797898197303
temporal	mondrian_borough	0.8	borough_bin	31	1709	1367	34.85749516589416	54	0.7737427606177606	0.8211424641869234
temporal	mondrian_borough	0.8	borough_bin	32	1297	1095	36.897937648972835	45	0.8038908912188729	0.8724482669700115
temporal	mondrian_borough	0.8	borough_bin	33	806	641	36.778743025916654	50	0.7593421471899267	0.8312604045523566
temporal	mondrian_borough	0.8	borough_bin	34	1222	972	36.6461117130187	52	0.7729401271715782	0.8135329639316999
temporal	mondrian_borough	0.8	borough_bin	35	1116	864	39.074076686796786	52	0.7485233038968321	0.7956314109238221
temporal	mondrian_borough	0.8	borough_bin	36	1294	1051	45.612455606902394	56	0.789169476396739	0.8390710080144931
temporal	mondrian_borough	0.8	borough_bin	37	392	253	46.31826406603555	60	0.590903203014602	0.6925067771084337
temporal	mondrian_borough	0.8	borough_bin	38	394	317	82.37944504635291	60	0.7645369752262275	0.8457583547557841
temporal	global	0.9	all	all	12936277	11449565	24.554003551985204	61	0.8793864677046422	0.8912523902519311
temporal	global	0.9	bin	0	2538711	2390965	22.816418328995333	61	0.932661226942961	0.9526985256330872
temporal	global	0.9	bin	1	1319429	1238365	24.257155686626927	61	0.9323678999821249	0.9449086025723679
temporal	global	0.9	bin	2	1193339	1099791	24.697727874387386	61	0.9123577448798152	0.9318953873581193
temporal	global	0.9	bin	3	1390045	1282348	25.03700247903829	61	0.9152814686816407	0.9299277706164931
temporal	global	0.9	bin	4	1105546	1011270	25.163725630307876	61	0.90880965636837	0.9208820479761473
temporal	global	0.9	bin	5	1177540	1067465	25.163725630255357	61	0.8983602458024192	0.9131907180365184
temporal	global	0.9	bin	6	821295	739273	25.16372563060517	61	0.8906235552448851	0.9084684658133629
temporal	global	0.9	bin	7	1245994	1106486	25.16372563021105	61	0.8773498476836716	0.8962393249114098