Method

[seymatakir28]

Which methods were used to assess relevance and redundancy, such as Random Forest, Mutual Information, or others?

[smazzanti]

They are specified in the function docstring. For instance: relevance -> "f" (f-statistic), "ks" (kolmogorov-smirnov), "rf" (random forest). redundancy -> "c" (Pearson correlation). You can also pass a callable to define your own relevance/redundancy.

[seymatakir28]

So, if I don't customize it, which one does it use by default?

[smazzanti]

"f" for relevance and "c" for redundancy