Skip to main content

Table 5 LOOCV errors for three-class classification with PGA data: all patients.

From: A comparative study of discriminating human heart failure etiology using gene expression profiles

# of top genes

Normal vs other

Isch vs other

Idio vs other

Overall

 

PPLS

PLS

sc

LSO

RF

PPLS

PLS

SC

LSO

RF

PPLS

PLS

SC

LSO

RF

PPLS

PLS

SC

LSO

RF

50

0

0

0

0

0

3

1

2

2

1

5

1

5

1

2

2

1

1

1

1

100

0

0

0

0

0

4

2

3

1

2

3

1

3

1

1

1

1

1

1

1

200

0

0

0

1

0

5

1

2

1

2

2

2

2

2

1

1

1

1

2

1

400

0

0

0

0

0

3

1

2

4

2

2

1

2

2

2

2

1

1

2

1

800

0

0

0

0

0

3

1

2

1

2

2

1

2

2

2

2

1

1

1

1

1600

0

0

1

0

0

2

1

2

1

2

2

2

2

2

2

2

1

1

2

1

3200

0

0

2

0

0

3

2

2

2

2

2

3

3

2

2

2

2

1

2

1

6400

0

0

2

0

0

3

2

2

1

2

2

2

3

2

2

2

2

2

2

1

9600

0

0

0

0

0

2

1

2

1

2

3

2

2

2

2

2

1

1

2

1

12800

0

0

0

0

0

3

1

2

1

2

3

2

2

2

2

1

1

1

2

1

16000

0

0

0

0

0

2

1

2

1

2

3

2

2

2

2

1

1

1

2

1

19200

0

0

0

0

0

2

1

2

1

2

2

1

2

2

2

1

1

1

2

1

22277

0

0

0

0

0

2

1

2

1

2

2

1

2

2

2

1

1

1

2

1

Back to article page

BMC Bioinformatics

ISSN: 1471-2105

Contact us