Based on analysis of the conclusions in the statistical learning theory, especially the structural risk minimization and the ε-insensitive loss function, a novel linear programming support vector regression is proposed.
Based on analysis of the conclusions in the statistical learning theory, especially the structural risk minimization and the ε-insensitive loss function, a novel linear programming support vector regression is proposed.
摘要通过对统计学习理论中的支持向量回归问题，特别是结构风险问题和ε-不敏感函数的分析，得到了一种新的支持向量回归算法。