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Table 6 The test accuracies of the IBCGA and sequence backward selection (SBS) methods from 30 runs

From: Discovery of prognostic biomarkers for predicting lung cancer metastasis using microarray and survival data

Method

No. of features

Training Acc (%)

Test Acc (%)

IBCGA (w = 1.0)

10

88.80 ± 3.92

50.41 ± 6.56

IBCGA (w = 0.8)

10

88.88 ± 3.27

61.08 ± 7.35

SBS (w = 1.0)

15

91.03

53.84 (14/26)

SBS (w = 0.8)

17

93.59

65.38 (17/26)

SVM ensemble

17

93.59

76.92 (20/26)

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BMC Bioinformatics

ISSN: 1471-2105

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