As one of the promising learning machines, parameters selection is one of the key issues in the Support Vector Machine (SVM), specifically the Support Vector Regression (SVR), learning method.

• 作为一种具有很好应用前景的学习机器,支持向量机(SVM)的超参数选择在实际应用中一直是一个十分重要的问题。