Linear Multiple Output Sparse Group Lasso


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Documentation for package ‘lsgl’ version 1.3.6

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lsgl-package Linear Multiple Output Using Sparse Group Lasso.
AirlineTicketPrices Airline Ticket Prices.
best_model.lsgl Index of best model
coef.lsgl Nonzero Coefficients
cv Cross Validation
Err.lsgl Error Rates
features.lsgl Nonzero Features
features_stat.lsgl Extract feature statistics
fit Fit a linear multiple output model using sparse group lasso
lambda Compute a lambda sequence for the regularization path
lsgl.algorithm.config Create a new algorithm configuration
lsgl.c.config Featch information about the C side configuration of the package
lsgl.standard.config Standard algorithm configuration
models.lsgl Exstract Fitted Models
nmod.lsgl Number of Models
parameters.lsgl Nonzero Parameters
parameters_stat.lsgl Extracting parameter statistics
predict.lsgl Predict
print.lsgl Print function for lsgl
subsampling Subsampling
X Design matrix
Y Response matrix