Improve on the usage of default arguments

[lucasimi]

Using default arguments in function calls can be highly beneficial. It enhances backward compatibility and facilitates easier integration with scikit-learn estimators. Default arguments allow functions to handle optional parameters gracefully, providing flexibility and simplifying code maintenance.