TABLE 3.

Pseudocode of component M, which calculates the performance.

For f = 1 to top f

genes_set = $\underset{j=1}{\overset{f}{{\displaystyle \cup }}}$ {bioD_grp_sortedj}

X_train = sub_set of Ctrain that includes the genes from the genes_set

X_test = sub_set of Ctest that includes the genes from the genes_set

RF_Model < - train Random Forest (X_train)

Performances = test RF_Model (X_test)