COSNet-package | COSNet: Binary classifier for node classification in partially labeled graphs. |
COSNet | COSNet: Cost-Senstitive network for node label prediction |
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) |
optimizep | Optimizing algorithm parameters |
optimize_pos_above | Alternative algortihm for optimizing parameters |
reg_data | Function to compute the regularized version of COSNet (Frasca et al. 2013) |
runSubnet | Realizing the network dynamics. |