四川大学学报（自然科学版）Issue(6)：1230-1234,5.DOI:10.3969/j.issn.0490-6756.2013.06.014
基于模糊支持向量机的夏季雨型的预报方法研究
Study of prognostic method for distributive patterns of summer rainfall based on fuzzy support vector machine
摘要
Abstract
In this paper ,on the basis of one-versus-one support vector machine multi-classification algo-rithm ,combining with the fuzzy support vector machine ,a new model is put forward ,and the authors apply it to the prognosis of summer rainfall distributive pattern .Fuzzy support vector machine ,w hich can ignore the non-critical samples or noise in the support vector machine learning process and enhance the ability of algorithms against noise ,is an improved support vector machine .The experiments show that the model has better results than the ordinary one-versus-one support vector machine multi-classifi-cation method ,and the traditional statistical method on the prognosis experiments of summer rainfall dis-tributive pattern .关键词
夏季雨型预报/模糊支持向量机/多分类Key words
summer rainfall pattern prognostic/fuzzy support vector machine/multi-class classification分类
信息技术与安全科学引用本文复制引用
徐亮亮,傅德胜..基于模糊支持向量机的夏季雨型的预报方法研究[J].四川大学学报（自然科学版）,2013,(6):1230-1234,5.基金项目
江苏省自然科学研究计划基金 （）
