. Author manuscript; available in PMC: 2021 May 19.

Published in final edited form as: Adv Neural Inf Process Syst. 2020 Dec;33:18296–18307.

Table 8:

Slack in the upper-bound preserves modeling ordering with respect to exact d-calibration

λ	Batch Size	Exact D-Cal	Upper-bound

0	500	0.05883	0.0605
	10000	”	0.0589

1	500	0.02204	0.0238
	10000	”	0.0221

5	500	0.00963	0.0114
	10000	”	0.0097

10	500	0.00482	0.0066
	10000	”	0.0048

50	500	0.00040	0.0021
	10000	”	0.0004

100	500	0.00022	0.0021
	10000	”	0.0003

500	500	0.00015	0.0020
	10000	”	0.0002

1000	500	0.00006	0.0019
	10000	”	0.0001