STRUCTURAL RISK MINIMIZATION PRINCIPLE ON SUGENO SPACE

摘要：

In this paper, the idea of the structural risk minimization (SRM) on Sugeno measure space is presented; Borcl-Cantelli lemma is proven on Sugeno measure space; A theorem is proven to answer the following question,Is the structural risk minimization principle consistent on Sugeno measure space?

关键词： Sugeno measure The structural risk minimization principle The bounds on the rate of uniform convergence

作者: YUN-CHAO BAI QUN-FENG ZHANG

作者单位: College of Economics Science, Hebei University, Baoding 071002, China College of Mathematics and Computer Science, Hebei University, Baoding 071002, China

会议类型: 国际会议

会议名称: 2008 International Conference on Machine Learning and Cybernetics(2008机器学习与控制论国际会议)

会议地点: 昆明

会议语种:英文

页码: 829-834

在线出版日期: 2008-07-12（万方平台首次上网日期，不代表论文的发表时间）