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Table 4 Summary of bootstrap method results for three datasets: Mean ± standard error of classification accuracies

From: Genomic data sampling and its effect on classification performance assessment

Train/test runs

Leukaemia

SRBCT

Splice-junctions

100

0.743 ± 0.0108

0.753 ± 0.0074

0.965 ± 0.0014

200

0.736 ± 0.0078

0.741 ± 0.0057

0.962 ± 0.0011

300

0.738 ± 0.0062

0.740 ± 0.0044

0.960 ± 0.0009

400

0.739 ± 0.0053

0.740 ± 0.0038

0.961 ± 0.0007

500

0.742 ± 0.0047

0.741 ± 0.0033

0.960 ± 0.0007

600

0.742 ± 0.0042

0.744 ± 0.0030

0.962 ± 0.0006

700

0.743 ± 0.0039

0.745 ± 0.0028

0.961 ± 0.0006

800

0.744 ± 0.0035

0.746 ± 0.0026

0.961 ± 0.0006

900

0.746 ± 0.0033

0.746 ± 0.0024

0.961 ± 0.0005

1000

0.746 ± 0.0032

0.746 ± 0.0023

0.961 ± 0.0005