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Table 5 Estimated error rates and optimal number of features for the global model (TE: CV errors, from ONF procedure; n*: optimal number of features).

From: Entropy-based gene ranking without selection bias for the predictive classification of microarray data

 

Colon

Lymphoma

Tumor vs. met.

Method

TE (%)

n*

TE (%)

n*

TE (%)

n*

E-RFE

15.9

80

6.3

70

14.5

70

RFE

15.9

70

5.2

80

-

-

SQRT-RFE

17.4

70

6.3

80

15.8

80

CC

22.4

35

7.3

70

-

-

TT

16.1

35

4.2

90

-

-

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BMC Bioinformatics

ISSN: 1471-2105

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