Table 1

Computational time

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


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).

LĂȘ Cao et al. BMC Bioinformatics 2011 12:253   doi:10.1186/1471-2105-12-253

Open Data