Man pages for sglOptim
Generic Sparse Group Lasso Solver

add_dataAdd data to a sgldata data object
add_data.sgldataAdd data to a sgldata data object
best_modelIndex of best model
best_model.sglIndex of best model
coef.sglExtracting the nonzero coefficients
compute_errorHelper function for computing error rates
create.sgldataCreate a sgldata object
element_classRetur the element class of an object.
ErrGeneric function for computing error rates
Err.sglError Rates
featuresExtracts nonzero features
features.sglExtracting nonzero features
features_statExtract feature statistics
features_stat.sglExtract feature statistics
get_coefGet the nonzero coefficients
linear_test_block_diagonal_sgl_fit_RC interface
linear_test_block_diagonal_sgl_lambda_RC interface
linear_test_block_diagonal_sgl_predict_RC interface
linear_test_block_diagonal_sgl_subsampling_RC interface
linear_test_block_diagonal_sgl_test_RC interface
linear_test_block_diagonal_spx_sgl_fit_RC interface
linear_test_block_diagonal_spx_sgl_lambda_RC interface
linear_test_block_diagonal_spx_sgl_predict_RC interface
linear_test_block_diagonal_spx_sgl_subsampling_RC interface
linear_test_block_diagonal_spx_sgl_test_RC interface
linear_test_block_diagonal_spx_spy_sgl_fit_RC interface
linear_test_block_diagonal_spx_spy_sgl_lambda_RC interface
linear_test_block_diagonal_spx_spy_sgl_predict_RC interface
linear_test_block_diagonal_spx_spy_sgl_subsampling_RC interface
linear_test_block_diagonal_spx_spy_sgl_test_RC interface
linear_test_block_diagonal_spy_sgl_fit_RC interface
linear_test_block_diagonal_spy_sgl_lambda_RC interface
linear_test_block_diagonal_spy_sgl_predict_RC interface
linear_test_block_diagonal_spy_sgl_subsampling_RC interface
linear_test_block_diagonal_spy_sgl_test_RC interface
linear_test_diagonal_error_w_sgl_fit_RC interface
linear_test_diagonal_error_w_sgl_lambda_RC interface
linear_test_diagonal_error_w_sgl_test_RC interface
linear_test_diagonal_w_sgl_fit_RC interface
linear_test_diagonal_w_sgl_lambda_RC interface
linear_test_diagonal_w_sgl_predict_RC interface
linear_test_diagonal_w_sgl_subsampling_RC interface
linear_test_diagonal_w_sgl_test_RC interface
linear_test_diagonal_w_spx_sgl_fit_RC interface
linear_test_diagonal_w_spx_sgl_lambda_RC interface
linear_test_diagonal_w_spx_sgl_predict_RC interface
linear_test_diagonal_w_spx_sgl_subsampling_RC interface
linear_test_diagonal_w_spx_sgl_test_RC interface
linear_test_diagonal_w_spx_spy_sgl_fit_RC interface
linear_test_diagonal_w_spx_spy_sgl_lambda_RC interface
linear_test_diagonal_w_spx_spy_sgl_predict_RC interface
linear_test_diagonal_w_spx_spy_sgl_subsampling_RC interface
linear_test_diagonal_w_spx_spy_sgl_test_RC interface
linear_test_diagonal_w_spy_sgl_fit_RC interface
linear_test_diagonal_w_spy_sgl_lambda_RC interface
linear_test_diagonal_w_spy_sgl_predict_RC interface
linear_test_diagonal_w_spy_sgl_subsampling_RC interface
linear_test_diagonal_w_spy_sgl_test_RC interface
linear_test_full_sgl_fit_RC interface
linear_test_full_sgl_lambda_RC interface
linear_test_full_sgl_predict_RC interface
linear_test_full_sgl_subsampling_RC interface
linear_test_full_sgl_test_RC interface
linear_test_full_spx_sgl_fit_RC interface
linear_test_full_spx_sgl_lambda_RC interface
linear_test_full_spx_sgl_predict_RC interface
linear_test_full_spx_sgl_subsampling_RC interface
linear_test_full_spx_sgl_test_RC interface
linear_test_full_spx_spy_sgl_fit_RC interface
linear_test_full_spx_spy_sgl_lambda_RC interface
linear_test_full_spx_spy_sgl_predict_RC interface
linear_test_full_spx_spy_sgl_subsampling_RC interface
linear_test_full_spx_spy_sgl_test_RC interface
linear_test_full_spy_sgl_fit_RC interface
linear_test_full_spy_sgl_lambda_RC interface
linear_test_full_spy_sgl_predict_RC interface
linear_test_full_spy_sgl_subsampling_RC interface
linear_test_full_spy_sgl_test_RC interface
linear_test_identity_sgl_fit_RC interface
linear_test_identity_sgl_lambda_RC interface
linear_test_identity_sgl_predict_RC interface
linear_test_identity_sgl_subsampling_RC interface
linear_test_identity_sgl_test_RC interface
linear_test_identity_spx_sgl_fit_RC interface
linear_test_identity_spx_sgl_lambda_RC interface
linear_test_identity_spx_sgl_predict_RC interface
linear_test_identity_spx_sgl_subsampling_RC interface
linear_test_identity_spx_sgl_test_RC interface
linear_test_identity_spx_spy_sgl_fit_RC interface
linear_test_identity_spx_spy_sgl_lambda_RC interface
linear_test_identity_spx_spy_sgl_predict_RC interface
linear_test_identity_spx_spy_sgl_subsampling_RC interface
linear_test_identity_spx_spy_sgl_test_RC interface
linear_test_identity_spy_sgl_fit_RC interface
linear_test_identity_spy_sgl_lambda_RC interface
linear_test_identity_spy_sgl_predict_RC interface
linear_test_identity_spy_sgl_subsampling_RC interface
linear_test_identity_spy_sgl_test_RC interface
modelsExtract fitted models
models.sglExtract the estimated models
nmodNumber of models used for fitting
nmod.sglReturns the number of models in a sgl object
parametersExtracts nonzero parameters
parameters.sglExtracting nonzero parameters
parameters_statExtract parameter statistics
parameters_stat.sglExtracting parameter statistics
prepare.argsGeneric function for preparing the sgl call arguments
prepare.args.sgldataPrepare sgl function arguments
prepare_dataPrepare a sgldata data object
print_with_metric_prefixPrint a numeric with metric prefix
rearrangeGeneric rearrange function
rearrange.sgldataRearrange sgldata
sgl.algorithm.configCreate a new algorithm configuration
sgl.c.configFeatch information about the C side configuration of the...
sgl_cvGeneric sparse group lasso cross validation using multiple...
sgl_fitFit a Sparse Group Lasso Regularization Path.
sgl_lambda_sequenceComputing a Lambda Sequence
sglOptimsglOptim: Generic Sparse Group Lasso Solver
sgl_predictPredict
sgl_printPrint information about sgl object
sgl.standard.configStandard algorithm configuration
sgl_subsamplingGeneric sparse group lasso subsampling procedure
sgl_testTest a sgl-Objective
sparseMatrix_from_C_formatConvert to sparse matrix
sparseMatrix_to_C_formatPrepare sparse matrix for .Call
subsampleSubsample
subsample.sgldataSubsample sgldata
test.dataSimulated data set
test_rtoolsTest internal rtools
transpose_response_elementsTranspose response elements
sglOptim documentation built on Oct. 21, 2018, 9:04 a.m.