COSNet-package |
R package for binary classification and node ranking on partially labeled graphs with unbalanced labels. |
COSNet |
Cost Sensitive Network for node label prediction on graphs with highly unbalanced labelings |
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. |