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以黎曼几何为理论依据,基于S.Amari的修正核函数思想提出了两种新的保角变换,用其对核函数进行数据依赖性改进,进一步提高支持向量机分类器泛化能力。以人工非线性...
以黎曼几何为理论依据,基于S.Amari的修正核函数思想提出了两种新的保角变换,用其对核函数进行数据依赖性改进,进一步提高支持向量机分类器泛化能力。以人工非线性分类问题
为对象进行研究,仿真实验结果表明采用新保角映射可以快速显著地改善分类器泛化性能,而且能大幅度地减少支持向量的数目。-Two novel conformal transformations were proposed based on the Riemannian geometry theory and S.Amari’sidea.And the kernel function was modified by the transformation in a data-dependent way.Our experimental results for theartificial nonlinear data set show that the generalization performance of support vector machines classifier is improvedremarkably and the number of support vectors is decreased greatly.
- 2022-01-26 07:39:35下载
- 积分:1
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This is the implementation of Apriori Algorithm used in Data Warehouse and Data...
这是关于数据仓库与数据挖掘的Apriori算法的实现程序,基于关系型数据库的。-This is the implementation of Apriori Algorithm used in Data Warehouse and Data Mining filed, based on the Relation Database.
- 2022-04-13 16:10:17下载
- 积分:1
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关于模式识别的经典书籍,英文版的,很值得看
关于模式识别的经典书籍,英文版的,很值得看-On Pattern Recognition classic books, in English, is worth look
- 2022-01-25 23:01:40下载
- 积分:1
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Winsvm支持向量机分类预测的指导书
WinSVM支持向量机预测分类使用指导书-WinSVM support vector machine classification for prediction guide book
- 2022-03-15 13:31:55下载
- 积分:1
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神经网络C程序的第10章
神经网络C程序的第10章-neural network C procedures for the Chapter 10
- 2023-01-24 05:50:04下载
- 积分:1
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朴素贝叶斯分类器(Navie Bayesian Classifier)识别鼠标输入的字母A~J...
朴素贝叶斯分类器(Navie Bayesian Classifier)识别鼠标输入的字母A~J-Naive Bayesian classifier (Navie Bayesian Classifier) Identification of the mouse input letters A-J
- 2022-01-28 16:57:28下载
- 积分:1
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IEEE on MRI fuzzy segmentation of brain images related article ,2007
IEEE中关于MRI脑图像模糊分割的相关文章,2007-2008年度最新-IEEE on MRI fuzzy segmentation of brain images related article ,2007-2008 annual update
- 2022-03-13 09:50:24下载
- 积分:1
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C均值法,用于模式识别中的聚类算法。非常好用!
C均值法,用于模式识别中的聚类算法。非常好用!-C- Means method for pattern recognition algorithm for clustering. Very handy!
- 2023-07-09 17:40:03下载
- 积分:1
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这是一个国外的Hopfield神经网络,有实例,可修改!
这是一个国外的Hopfield神经网络,有实例,可修改!-Hopfield Networks
- 2022-01-26 06:04:11下载
- 积分:1
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遗传优化神经网络结构,C++源代码
遗传优化神经网络结构,C++源代码-Genetic optimization of neural network architecture, C++ Source code
- 2023-07-04 11:35:03下载
- 积分:1