【摘要】 支撑矢量机是以Vapnik的统计学习理论为基础,以结构风险最小化为原则的新型学习机。目前,对它的研究是国际上的一个研究热点。针对大数据量的回归估计问题,论文提出了一种新的求解方法。为了说明该方法的有效性,给出了数值模拟的例子。更多还原

【Abstract】 The Support Vector Machine is a new learning machine based on the statistical learning theory of Vapnik and its decision-making principles is the structure risk minimization.At present ,it is a hot topic in the world.A new method is presented to regression estimation problems in this paper.In order to illustrate that this method is effective,an example is given.更多还原