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 53 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
temporal	mondrian	0.95	hour	02	185881	176280	29.176742199241808	61	0.9453615585087833	0.9509090502909552
temporal	mondrian	0.95	hour	03	125358	118304	29.98774378261504	61	0.9405179328378641	0.946280145724238
temporal	mondrian	0.95	hour	04	94486	88518	32.17242272968799	61	0.934476841315321	0.9390412863500993
temporal	mondrian	0.95	hour	05	106707	102906	31.4200846077181	61	0.9609549246362693	0.9673632401788547
temporal	mondrian	0.95	hour	06	234436	226943	28.195940432524132	61	0.9652270504738566	0.9708125643591048
temporal	mondrian	0.95	hour	07	441447	420873	30.31253616230186	61	0.9513769139115256	0.9554458016695034
temporal	mondrian	0.95	hour	08	559786	532001	31.02905341618344	61	0.9458779184460515	0.9540791582314914
temporal	mondrian	0.95	hour	09	586141	555661	30.58163197858174	61	0.9424074085825368	0.9524312526115893
temporal	mondrian	0.95	hour	10	612439	580470	30.36883565895652	61	0.942221656073906	0.9527021530223265
temporal	mondrian	0.95	hour	11	656778	619631	30.00998840846111	61	0.9374274041237013	0.9487672415185572
temporal	mondrian	0.95	hour	12	701132	659467	30.147472798717207	61	0.9350952515461866	0.9452862333916393
temporal	mondrian	0.95	hour	13	707271	663330	30.49573629115589	61	0.9326990115629893	0.9421541249568974
temporal	mondrian	0.95	hour	14	739876	695975	32.64468142226938	61	0.9365198308615368	0.9445152617213866
temporal	mondrian	0.95	hour	15	745506	698123	33.90830534631342	61	0.9318316889131972	0.9409151394392365
temporal	mondrian	0.95	hour	16	685595	634344	33.90892648131803	61	0.9189060889875775	0.9312442780563326
temporal	mondrian	0.95	hour	17	766241	710037	33.03498650482412	61	0.920751618216081	0.9326329481330706
temporal	mondrian	0.95	hour	18	836959	777480	30.221551469571924	61	0.9224063140614953	0.9356446971122446
temporal	mondrian	0.95	hour	19	794554	750029	30.4719975790198	61	0.9374891462045974	0.9500060207430578
temporal	mondrian	0.95	hour	20	726724	691934	30.880955270017132	61	0.9467983500085522	0.956758996774957
temporal	mondrian	0.95	hour	21	731784	699082	31.01250366916567	61	0.9503769827798876	0.9595884579079107
temporal	mondrian	0.95	hour	22	680671	649145	31.217508890758705	61	0.9488146270310995	0.9581572348421606
temporal	mondrian	0.95	hour	23	543847	517781	31.716320382922024	61	0.9481781977047608	0.9553815383931877
temporal	mondrian	0.95	borough_bin	0	2409977	2267310	22.604968566644825	61	0.934773495397767	0.9472811132756525
temporal	mondrian	0.95	borough_bin	1	1275639	1203662	25.370429898388583	61	0.9392476980523373	0.9474563405381573
temporal	mondrian	0.95	borough_bin	2	1086441	1020765	26.9607536038355	61	0.934653114768124	0.9450314307599611