feature_importance

Utils module containing feature importance calculations.

Functions

calculate_feature_importance_or_none(model, ...)	Calculate features effect on the label or None if the input is incorrect.
column_importance_sorter_dict(cols_dict, dataset)	Return the dict of columns sorted and limited by feature importance.
column_importance_sorter_df(df, ds, ...[, ...])	Return the dataframe of columns sorted and limited by feature importance.
validate_feature_importance(...[, eps])	Validate feature importance.

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calculate_feature_importance_or_none