Information theoretic clustering used for two items loan management system
Shuo Wang, Jianjian Wang, Jin-E Li · 2013
Clustering is an effective machine learning method for classification and decision making. This paper builds a system model for loan management and incorporates the information clustering algorithm into this system. This clustering algorithm describes the cluster memberships with a non-parametric mutual information estimate between cluster assignment and data distribution. It can improve the classification accuracy and efficiency.