Skip to main content

Table 1 Computational time

From: Sparse PLS discriminant analysis: biologically relevant feature selection and graphical displays for multiclass problems

Data set

sDDA

sLDA

sPLS-DA

SPLS-LDA

SPLS-LOG

SGPLS

Leukemia

10

32

6

31

29

8

SRBCT

1

3

2

3

3

6

Brain

1

39

6

22

23

29

GCM

1

34

11

52

53

252

SNP

2

NA

17

749

731

NA

  1. Computational time in seconds on a Intel(R) Core (TM) 2 Duo CPU 2.40 GHz machine with 4 GB of RAM to run the approaches on the training data for a chosen number of selected variables (50 for the microarray data and 200 for the SNP data).
Back to article page

BMC Bioinformatics

ISSN: 1471-2105

Contact us