| 核方法的探讨及其应用 |
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| 作者单位： | 西北师范大学数学与信息学院 甘肃兰州730070 |
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| 摘 要： | 核方法是机器学习中一种新的强有力的学习方法。针对核方法进行了探讨,给出了核方法的基本思想和优点。同时,描述了核方法的算法实现并举例进行了说明。
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| 关 键 词： | 核方法 支持向量机 核函数 |
Research on Kernel Method and its Application |
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| Authors: | WANG Xiao-ju LI Yong-hua |
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| Abstract: | kernel method is a new powerful learning approach in many machine learning tasks.In this paper,kernel method is researched in detail,It's fundamental thoughts and merits are given.And it's algorithm is described by using simplex method. |
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| Keywords: | kernel method support vector machines kernel function |
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