Table 3.

Numbers of genes and the test statistics of mRNA expression abnormalities in response to the invasion subtype of bladder cancer and the validation results.

Logistic regression	Ridge		Lasso		Adaptive Lasso
	no FDR	with FDR	no FDR	with FDR	no FDR	with FDR
# abnormal expression	8024	461	46	36	27	24
Sensitivity	0.565	0.500	0.533	0.565	0.484	0.532
Specificity	0.701	0.764	0.709	0.677	0.772	0.717
Accuracy	0.656	0.677	0.651	0.640	0.677	0.656
AUC (area under curve)	68.107	66.515	65.864	67.020	62.442	64.300