COSNet: Cost-Senstitive network for node label prediction


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Documentation for package ‘COSNet’ version 1.0.0

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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.