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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