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Table 7 Stability scores of the feature selection techniques over 50 repetitions of 10‐fold cross validation for ‘Srbct’ dataset

From: A feature selection method for classification within functional genomics experiments based on the proportional overlapping score

N. selected genes

Wil‐RS

mRMR

MP

POS

5

0.789

0.097

0.815

0.760

10

0.804

0.198

0.788

0.844

15

0.804

0.302

0.853

0.911

20

0.857

0.405

0.898

0.908

25

0.883

0.506

0.871

0.872

30

0.896

0.579

0.871

0.870

35

0.868

0.640

0.852

0.859

40

0.858

0.705

0.833

0.847

45

0.862

0.754

0.812

0.835

50

0.873

0.803

0.800

0.820

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BMC Bioinformatics

ISSN: 1471-2105

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