HELOC Applicant Risk Performance Evaluation by Topological Hierarchical Decomposition

Kyle Brown, Derek Doran, Ryan Kramer +1

Strong regulations in the financial industry mean that any decisions based on machine learning need to be explained. This precludes the use of powerful supervised techniques such a…