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Table 3 Summary of cross-validation results for splice-junction sequence data: Mean ± standard error of classification accuracies

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

Train/test runs 50%–50% cross validation 75%–25% cross validation 95%–5% cross validation
10 0.940 ± 0.0051 0.962 ± 0.0032 0.969 ± 0.0050
25 0.952 ± 0.0035 0.964 ± 0.0026 0.970 ± 0.0036
50 0.953 ± 0.0024 0.964 ± 0.0020 0.968 ± 0.0027
100 0.953 ± 0.0050 0.967 ± 0.0014 0.971 ± 0.0020
500 0.956 ± 0.0026 0.966 ± 0.0010 0.969 ± 0.0013
1000 0.957 ± 0.0019 0.968 ± 0.0008 0.969 ± 0.0011
2000 0.957 ± 0.0019 0.968 ± 0.0007 0.969 ± 0.0009
3000 0.958 ± 0.0016 0.966 ± 0.0007 0.968 ± 0.0014
4000 0.959 ± 0.0010 0.968 ± 0.0005 0.969 ± 0.0010
5000 0.957 ± 0.0009 0.968 ± 0.0005 0.970 ± 0.0008