Table 8

IAS methods: the three classifiers used for the IAS subtask.

Name

Classifier

IG threshold

Run 1

SVM

RBF kernel, complexity factor 100, gamma 0.001

0.0001

Run 2

Naïve Bayes

kernel estimation enabled

0.001

Run 3

SVM with balanced ±

RBF kernel, complexity factor 100, gamma 0.001

0.0001

IG threshold is the information gain feature selection threshold. IAS, interaction article subtask; RBF, radial basis function; SVM, support vector machine.

Baumgartner et al. Genome Biology 2008 9(Suppl 2):S9   doi:10.1186/gb-2008-9-s2-s9