Table 4

Results of 10-fold cross-validation on classifiers trained on the pooled submissions

Recall

Precision

F-measure

Best macro averaged submission from each group

Naïve Bayes

0.92 (0.046)

0.75 (0.036)

0.83 (0.028)

Support vector machines

0.88 (0.049)

0.96 (0.026)

0.92 (0.031)

Best macro averaged from top 5 ranked groups

Naïve Bayes

0.91 (0.062)

0.75 (0.062)

0.82 (0.060)

Support vector machines

0.82 (0.054)

0.91 (0.041)

0.86 (0.040)

Morgan et al. Genome Biology 2008 9(Suppl 2):S3   doi:10.1186/gb-2008-9-s2-s3