. Author manuscript; available in PMC: 2014 Dec 11.

Published in final edited form as: J R Stat Soc Series B Stat Methodol. 2012 Mar;74(2):245–266. doi: 10.1111/j.1467-9868.2011.01004.x

Table 3. glmnet timings for the data sets of Table 1.

Data set	N	p	Model	Time (s) without strong rule	Time (s) with strong rule
Arcene	100	10000	Gaussian	0.32	0.25
			Binomial	0.84	0.31
Gisette	6000	5000	Gaussian	129.88	132.38
			Binomial	70.91	69.72
Dorothea	800	100000	Gaussian	24.58	11.14
			Binomial	55.00	11.39
Golub	38	7129	Gaussian	0.09	0.08
			Binomial	0.23	0.35