Sparse Nonparametric Regression for High-Dimensional Data


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Documentation for package ‘cossonet’ version 1.0

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cossonet Load a matrix from a file
cossonet.predict The function 'cossonet.predict' predicts predictive values for new data based on an object from the 'cossonet' function.
data_generation The function data_generation generates an example dataset for applying the cossonet function.
metric The function 'metric' provides a contingency table for the predicted class and the true class for binary classes.