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 44 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
temporal	mondrian	0.9	hour	14	739876	653824	26.623302831010413	61	0.8775479775731208	0.8896918364425753
temporal	mondrian	0.9	hour	15	745506	654570	27.69043315440917	61	0.8710615925649139	0.8847734704706073
temporal	mondrian	0.9	hour	16	685595	592161	27.679919105881957	61	0.8547807510795749	0.8721186255648938
temporal	mondrian	0.9	hour	17	766241	662226	26.977506625733934	61	0.856225284708563	0.8722762217991544
temporal	mondrian	0.9	hour	18	836959	726645	24.641046811033252	61	0.8593173606636272	0.8772328947256707
temporal	mondrian	0.9	hour	19	794554	707130	24.854771770586265	61	0.8807069321978559	0.898641571388254
temporal	mondrian	0.9	hour	20	726724	655312	25.19754573576051	61	0.893721737045379	0.9090214935038081
temporal	mondrian	0.9	hour	21	731784	663506	25.3208399792977	61	0.8993914990044418	0.9135266698786981
temporal	mondrian	0.9	hour	22	680671	615076	25.510071122155964	61	0.8960255731655231	0.9107836359334219
temporal	mondrian	0.9	hour	23	543847	489486	25.933548500588053	61	0.893857673499687	0.9053949882409451
temporal	mondrian	0.9	borough_bin	0	2409977	2132331	18.193205765426647	61	0.8758641145393639	0.8947294423286349
temporal	mondrian	0.9	borough_bin	1	1275639	1135596	20.656865345939362	61	0.8840449418874006	0.8958185993884047
temporal	mondrian	0.9	borough_bin	2	1086441	959116	21.972422031974936	61	0.8758967086640334	0.8905894763911029
temporal	mondrian	0.9	borough_bin	3	1168823	1041772	22.976541643250012	61	0.8858407919002328	0.8964020781777029
temporal	mondrian	0.9	borough_bin	4	1042608	934484	23.591078877893093	61	0.8909484551153873	0.9012168082839821
temporal	mondrian	0.9	borough_bin	5	1266240	1131362	24.338096349634874	61	0.8888122987570516	0.898314151944654
temporal	mondrian	0.9	borough_bin	6	877407	781069	25.11172990996139	61	0.8839085622938703	0.8952997901745545
temporal	mondrian	0.9	borough_bin	7	1024360	918364	26.34041471491836	61	0.8900050280118236	0.9016192321741425
temporal	mondrian	0.9	borough_bin	8	852521	768233	28.227427350257443	61	0.8959209018014124	0.9050443785291369
temporal	mondrian	0.9	borough_bin	9	976843	870816	37.70588458691553	61	0.885112020597072	0.8982567086329563
temporal	mondrian	0.9	borough_bin	10	19800	15311	22.834972163881464	61	0.7529707393760153	0.7962599992425903
temporal	mondrian	0.9	borough_bin	11	10195	8705	29.94487483979521	61	0.843182366399382	0.864299191374663
temporal	mondrian	0.9	borough_bin	12	11499	9631	31.114933977602362	61	0.8252551987524755	0.8495161392509487
temporal	mondrian	0.9	borough_bin	13	8191	6567	31.11493397760249	61	0.7844334648214272	0.8166421468557775
temporal	mondrian	0.9	borough_bin	14	9031	7754	37.54514187455773	61	0.8376639664683143	0.8779280902428626