init_valid_individual

init_valid_individual#

mlproject.training.feature_selection.init_valid_individual(icls, n_features, num_selected_features)[source]#

Initialize an individual with a fixed number of selected features. Ensures that exactly num_selected_features in a binary vector are switched to 1.

Parameters:

  • icls (Individual creator class) – The individual class to instantiate.

  • n_features (int) – Total number of features.

  • num_selected_features (int) – Number of features to select (element of binary vector set to 1).

Contents