Cost Sensitive Network for node label prediction on graphs with highly unbalanced labelings

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Documentation for package ‘COSNet’ version 1.43.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

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.