Number of genes used by classifiers in each tested dataset.

<p>Number of genes used by classifiers in each tested dataset.</p

Runninig time of MIDClass to (a) build and establish its reliability using the LOOCV and (b) to create the model and classify a new instance.

<p>Runninig time of MIDClass to (a) build and establish its reliability using the LOOCV and (b) to create the model and classify a new instance.</p

MIDClass ROC curves.

<p>MIDClass ROC curves.</p

Dataset description.

<p>Dataset description.</p

Comparisons of MIDClass , single gene classifiers and standard classifiers.

<p>We report the average accuracy of all tested classifiers on the selected dataset obtained with standard LOOCV. The performances concerning the compared algorithms have been retrieved from <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0069873#pone.0069873-Wang1" target="_blank">[17]</a>. Concerning MIDClass , in brackets we report the discretization algorithm, the MFI threshold and the function (1: 2: ).</p

MIDClass classification rules in breast cancer 2 dataset.

<p>MIDClass classification rules in breast cancer 2 dataset.</p