Table 8. GridSearchCV experiment comparing accuracy and execution time (s) of LR and the proposed FBLR method with regularization on OpenML datasets.

Filename	LR ACC	FBLR ACC	LR time (s)	FBLR time (s)	Speedup
Kits	–	0.5667	–	18,761.8684	–
Road-safety	0.6949	0.6951	191.0991	5.8685	32.56
Creditcard	0.9992	0.9990	49.9478	11.1041	4.5
Airlines2	0.5965	0.5956	92.7151	5.9504	15.58
Colon	0.9740	0.9740	145.2604	77.7610	1.87