selected_features_correlation

mastml.feature_selectors.selected_features_correlation(X, savepath, features_x_path, features_y_path)[source]

Function to get the correlation between two sets of features selected from two different methods of feature selection

Args:

X: (pd.DataFrame), dataframe of X features

savepath: (str), string denoting the path to save output to

features_x_path: (str), string denoting the path to the first selected_features.txt

features_y_path: (str), string denoting the path to the second selected_features.txt

Returns:

None.