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 29 of 58
schemeTEXT	methodTEXT	levelREAL	group_typeTEXT	group_valueTEXT	tripsINTEGER	coveredINTEGER	mean_widthREAL	daysINTEGER	ci_lowREAL	ci_highREAL
random	mondrian_borough	0.95	borough_bin	12	7997	7579	51.062823735531374	336	0.9427131528303544	0.9525038648926026
random	mondrian_borough	0.95	borough_bin	13	8106	7702	52.50629187548495	341	0.9449628705897272	0.9553464243470106
random	mondrian_borough	0.95	borough_bin	14	8104	7711	53.73017003474956	344	0.9462041674247172	0.9568011513794287
random	mondrian_borough	0.95	borough_bin	15	7867	7429	50.508372256609704	342	0.9379368161893376	0.9504315376387612
random	mondrian_borough	0.95	borough_bin	16	8365	7904	41.33073572325935	345	0.9390958179375485	0.9505390524875279
random	mondrian_borough	0.95	borough_bin	17	7989	7591	33.24947445618598	346	0.9446913242254585	0.9555240214554395
random	mondrian_borough	0.95	borough_bin	18	7990	7612	35.07237408737301	345	0.9480261773274512	0.957243676740145
random	mondrian_borough	0.95	borough_bin	19	8278	7863	57.29259624809303	345	0.9448382466541937	0.9546758709164768
random	mondrian_borough	0.95	borough_bin	20	50246	47852	43.573833701295435	346	0.9490661680079585	0.9552859509455811
random	mondrian_borough	0.95	borough_bin	21	50758	48268	50.68622901409383	345	0.9468468937651398	0.9546995378397385
random	mondrian_borough	0.95	borough_bin	22	51100	48461	49.46315086963685	345	0.9453399852921652	0.9512989011722767
random	mondrian_borough	0.95	borough_bin	23	50677	48105	51.630076278934716	345	0.9459277565476236	0.9524232465513571
random	mondrian_borough	0.95	borough_bin	24	50519	47843	53.470763446286206	346	0.9417075317989544	0.9518530914264688
random	mondrian_borough	0.95	borough_bin	25	50834	48369	57.570867175234355	345	0.9476355269012636	0.9551908098395252
random	mondrian_borough	0.95	borough_bin	26	50632	48125	67.43581512398413	345	0.945863558973558	0.9551191583237306
random	mondrian_borough	0.95	borough_bin	27	50618	47994	68.02691802489016	345	0.9437637384960211	0.9524841168811788
random	mondrian_borough	0.95	borough_bin	28	50447	47999	55.68814883647486	345	0.9464780848545923	0.9558754274718478
random	mondrian_borough	0.95	borough_bin	29	50198	47733	90.31151189119478	344	0.9454247658349504	0.9560161602092986
random	mondrian_borough	0.95	borough_bin	30	1045	985	54.80813437284738	298	0.9262547388980886	0.9567385931825065
random	mondrian_borough	0.95	borough_bin	31	1035	984	56.01982369981649	178	0.935806510761482	0.9625938748526575
random	mondrian_borough	0.95	borough_bin	32	1032	982	59.152870996193094	216	0.9375559573002754	0.9645391682785299
random	mondrian_borough	0.95	borough_bin	33	884	838	56.20948253280953	187	0.9312740385109008	0.9627207322884677
random	mondrian_borough	0.95	borough_bin	34	1017	972	64.57205476705852	185	0.9424904800506823	0.9680197945803295
random	mondrian_borough	0.95	borough_bin	35	934	892	61.404238548109944	162	0.9381066709178563	0.9704858330180064
random	mondrian_borough	0.95	borough_bin	36	1011	969	58.06967422636041	173	0.947072199024796	0.9690652896305412