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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)