COSNet                  Cost Sensitive Network for node label
                        prediction on graphs with highly unbalanced
                        labelings
COSNet-package          R package for binary classification and node
                        ranking on partially labeled graphs with
                        unbalanced labels.
cosnet.cross.validation
                        Cross validation procedure for the COSNet
                        algorithm
find.division.not.strat
                        Random partitioning of input data
find.division.strat     Compute a stratified random partition of the
                        input data
generate_labels         Generate random labels
generate_points         Compute the points to be separated in Step 2 of
                        COSNet algorithm (Frasca et al. 2013)
optimize_pos_above      Alternative algortihm for optimizing parameters
optimizep               Optimizing algorithm parameters
reg_data                Function to compute the regularized version of
                        COSNet (Frasca et al. 2013)
runSubnet               Realizing the network dynamics.
