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 |