This function performs IMMIGRATE(Iterative Max-Min Entropy Margin-Maximization with Interaction Terms ) algorithm.
IMMIGRATE is a hypothesis-margin based feature selection method with interaction terms.
Its weight matrix reflects the relative importance of features and their iteractions, which can be used for feature selection.