Sparse-Group Boosting


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Documentation for package ‘sgboost’ version 0.2.0

Help Pages

balance Balances selection frequencies for unequal groups
create_formula Create a sparse-group boosting formula
get_coef Aggregated and raw coefficients in a sparse group boosting model
get_coef_path Path of aggregated and raw coefficients in a sparse-group boosting model
get_varimp Variable importance of a sparse-group boosting model
plot_effects Visualizing a sparse-group boosting model
plot_path Coefficient path of a sparse-group boosting model
plot_varimp Variable importance bar plot of a sparse group boosting model