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# 局部泛化误差模型 及其在模式识别中的应用 - PowerPoint PPT Presentation

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### 局部泛化误差模型及其在模式识别中的应用

Faculty of Mathematics and Computer Science , HeBei University

2014/11/11

Faculty of Mathematics and Computer Science , HeBei University

2014/11/11

Faculty of Mathematics and Computer Science , HeBei University

2014/11/11

Hoeffding Inequality

“Localized Generalization Error and Its Application to RBFNN Training”

W.W.Y. Ng, D.S. Yeung, D. Wang, E.C.C. Tsang and X-Z Wang

Proc. of Intl. Conf. on Machine Learning and Cybernetics, pp. 4667 - 4673, 2005

Faculty of Mathematics and Computer Science , HeBei University

2014/11/11

“An Improvement for Localized Generalization Error Mode”

XI-ZHAO WANG, BIN WU, JIELI

Proc. of Intl. Conf. on Machine Learning and Cybernetics, pp. 4667 - 4673, 2007

“An Improvement for Localized Generalization Error Mode”

Faculty of Mathematics and Computer Science , HeBei University

2014/11/11

“An Improvement for Localized Generalization Error Mode”

1找一种确定 的方法，其中需保证不同label的点之间的临域不重叠

2 用 标准训练分类器(应用于任意训练算法)

Wing NG

Liu

Faculty of Mathematics and Computer Science , HeBei University

2014/11/11