In this paper, a modified least squares support vector machine classifier, called the C-variable least squares support … parameter, based on the least squares support vector machine (LSSVM) classifier, whereby more weight is given to errors in … vector machine (C-VLSSVM) classifier, is proposed for credit risk analysis. The main idea of the proposed classifier is based …

to support administrators on decision making. In this paper, a new assessment model through combining the support vector … machine and the BP networks based on particle swarm optimisation is presented. This model makes more accurate evaluation by …

A Support Vector Machine (SVM) is a new supervised machine learning method based on the statistical learning theory. It …