. Author manuscript; available in PMC: 2015 Sep 4.

Published in final edited form as: J Comput Graph Stat. 2014 May 16;24(2):416–438. doi: 10.1080/10618600.2014.907094

Table 6.

The MSE and number of selected features of the first five drugs for the drug data

Drug name		SRP	EN	LASSO	Ridge	SPLS
17-AAG	MSE (sd)	1.01(0.08)	1.00(0.09)	1.14(0.10)	1.00(0.10)	0.98(0.07)
17-AAG	features (sd)	117.6(56.3)	193.6(128.7)	110(4.95)	54675(0)	26321(21705)
AEW541	MSE (sd)	0.33(0.03)	0.34(0.03)	0.39(0.03)	0.34(0.03)	0.34(0.03)
AEW541	features (sd)	86(46)	125(88)	103(5)	54675(0)	12908(19988)
AZD0530	MSE (sd)	0.60(0.06)	0.59(0.04)	0.71(0.07)	0.58(0.04)	0.63(0.07)
AZD0530	features (sd)	103(52)	117(84)	106(4)	54675(0)	23033(20418)
AZD6244	MSE (sd)	1.05(0.08)	1.04(0.07)	1.18(0.11)	1.01(0.05)	0.99(0.04)
AZD6244	features (sd)	101(60)	184(100)	110(4)	54675(0)	16725(20690)
Erlotinib	MSE (sd)	0.35(0.03)	0.36(0.03)	0.43(0.04)	0.36(0.02)	0.37(0.03)
Erlotinib	features (sd)	92(37)	90(78)	100(3)	54675(0)	13717(22489)