A Comparative Study on the Assessment of Personal Credit in Uncertain Environments

Abstract

In this paper, we evaluated and contrasted several classifiers for credit scoring in the mobile environment. Taking into account the features of mobile environment, the classification performance is assessed by the precision and the area under Roc curve. Naive Credal Classifier is also introduced to deal with incomplete credit datasets in the mobile environment.