Regression method based on SVM classification and its application in influence prediction of a liberalism case in international law

Abstract

For non-linear problem, the forecasting technique of pre-classification and later regression was proposed, based on the classification approach of Support Vector Machine(SVM). Compared with other forecasting techniques and their forecasting results, this algorithm outperforms others in influence prediction of a liberalism case in international law. © 2013 Springer-Verlag.