This function creates a list of Scikit-learn pipelines using the specified feature selection methods, preprocessing steps, and classifier.
create_pipelines(
feature_selection_methods,
preprocessing_steps,
selected_methods,
classifier,
fs_param_grids
)A list of Scikit-learn pipeline objects. Each pipeline is constructed based on the provided feature selection methods, preprocessing steps, and classifier. The list is named by feature selection methods.
A list of feature selection methods to use for the pipelines.
A list of preprocessing steps to use for the pipelines.
A vector of names of feature selection methods to use from the default set.
A Scikit-learn classifier to use as the final step in the pipelines.
param grid