Classification Restricted Boltzmann Machine for comprehensible credit scoring model
We propose a comprehensible model for credit risk assessment using a scoring table. We use Restricted Boltzmann Machine to determine scoring points in a scoring table. We deal with the imbalanced data by applying the geometric mean criterion. The quality of the presented method is evaluated on four credit scoring datasets.
restricted boltzmann machine credit scoring comprehensible model imbalanced data