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 35 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
temporal	mondrian	0.8	borough_bin	2	1086441	842923	16.70065172993071	61	0.7671208355750003	0.7852686647993189
temporal	mondrian	0.8	borough_bin	3	1168823	919781	17.523066738122957	61	0.7805993370413828	0.7930932536042523
temporal	mondrian	0.8	borough_bin	4	1042608	827073	18.03332912043307	61	0.7862021024468943	0.7996474147937184
temporal	mondrian	0.8	borough_bin	5	1266240	1000408	18.64869632245481	61	0.7837109955831918	0.796610508127124
temporal	mondrian	0.8	borough_bin	6	877407	688992	19.277619612432563	61	0.7766026197092826	0.7920183554771686
temporal	mondrian	0.8	borough_bin	7	1024360	811956	20.227477413123875	61	0.7838587067767078	0.7994322617351821
temporal	mondrian	0.8	borough_bin	8	852521	680392	21.728669169722334	61	0.7907088824981491	0.8036080249929431
temporal	mondrian	0.8	borough_bin	9	976843	777890	28.996639098186925	61	0.7880106544662648	0.8052387677370164
temporal	mondrian	0.8	borough_bin	10	19800	12563	17.40061670932604	61	0.6131041863724713	0.6575755692103752
temporal	mondrian	0.8	borough_bin	11	10195	7455	23.117867299134627	61	0.7164176196974672	0.7441021325531784
temporal	mondrian	0.8	borough_bin	12	11499	8222	24.064297379307884	61	0.6972678000708529	0.732447624357903
temporal	mondrian	0.8	borough_bin	13	8191	5552	24.0642973793073	61	0.6596790166256244	0.69322844850581
temporal	mondrian	0.8	borough_bin	14	9031	6951	29.5310539396404	61	0.7428100135549299	0.7942164677142619
temporal	mondrian	0.8	borough_bin	15	13010	12071	36.00968293372564	61	0.9202818070324139	0.9368099110024375
temporal	mondrian	0.8	borough_bin	16	12166	10894	36.00968293372453	61	0.8878129558885196	0.9043052260203447
temporal	mondrian	0.8	borough_bin	17	11766	9991	36.00968293372394	61	0.8397108459812427	0.8602849842093978
temporal	mondrian	0.8	borough_bin	18	11107	8864	36.009682933722885	61	0.783012622755918	0.8142398136032325
temporal	mondrian	0.8	borough_bin	19	10009	6071	36.00968293372082	61	0.5959787460782465	0.6163606558721274
temporal	mondrian	0.8	borough_bin	20	67584	46917	20.08592934256534	61	0.6854079742578253	0.7027215659512649
temporal	mondrian	0.8	borough_bin	21	137085	113569	35.19415341994357	61	0.7956586043675057	0.8526649072347997
temporal	mondrian	0.8	borough_bin	22	77022	64359	36.009682933764196	61	0.8207319953074218	0.8504530174591751
temporal	mondrian	0.8	borough_bin	23	69203	55860	36.00968293376016	61	0.7869764915650562	0.8284498956908851
temporal	mondrian	0.8	borough_bin	24	65234	50055	36.009682933757745	61	0.7349419276834139	0.8006261466272678
temporal	mondrian	0.8	borough_bin	25	71692	51808	36.00968293376154	61	0.6919063467997969	0.7533440932106418
temporal	mondrian	0.8	borough_bin	26	91305	64313	36.00968293376979	61	0.6798825707824219	0.7278524392040462