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SVMNR
支持向量机和BP神经网络虽然都可以用来做非线性回归，但它们所基于的理论基础不同，回归的机理也不相同。支持向量机基于结构风险最小化理论，普遍认为其泛化能力要比神经网络的强。为了验证这种观点，本文编写了支持向量机非线性回归的通用Matlab程序和基于神经网络工具箱的BP神经网络仿真模块，仿真结果证实，支持向量机做非线性回归不仅泛化能力强于BP网络，而且能避免神经网络的固有缺陷——训练结果不稳定。
(Support Vector Machine and BP neural network, even though there can be used to make non-linear regression, but they are based on the theoretical basis for the different, the mechanism of regression is not the same. Support vector machine based on structural risk minimization theory, generally considered the generalization ability of neural networks than the strong. To test this view, the paper prepared by non-linear regression support vector machine procedures and based on a common Matlab neural network toolbox of BP neural network )
- 2021-03-03 21:59:32下载
- 积分：1
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利用MATLAB软件实现偏最小二乘回归方程模型PLS
利用MATLAB软件实现偏最小二乘回归方程模型(use the soft of the MATLAB to calculate the partial least-squares regression )
- 2009-11-27 10:43:06下载
- 积分：1
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matlab07
这是快速学习matlab的ppt，对学习matlab的新手很有帮助(This is the matlab rapid learning ppt, on learning of the novice matlab helpful)
- 2009-06-07 10:30:50下载
- 积分：1
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EvaluationDescriptor
evaluation descriptor in matlab.
- 2012-10-15 15:38:10下载
- 积分：1
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cdma_fenji
用MATLAB语言仿真实现CDMA系统中开环下发射分集的系统性能仿真(Using MATLAB simulation system performance simulation CDMA system under open-loop transmit diversity)
- 2013-12-07 11:14:53下载
- 积分：1
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ImmuneGeneticAlgorithm-IGA
免疫遗传算法matlab程序代码，里面附有说明( U514D u75AB u9057 u4F20 u7B97 u6CD5matlab u7A0B u5E8F u4EE3 u7801 uFF0C u91CC u9762 u9644 u6709 u8BF4 u660E)
- 2020-12-18 16:49:11下载
- 积分：1
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hotel-mama-system
share share share share share share a project
- 2014-09-02 00:18:34下载
- 积分：1
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newton--matlab
4次牛顿差值多项式的matlab实现 数值分析实习作业(4 Newton polynomial difference)
- 2013-11-17 17:19:57下载
- 积分：1
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Fiber-solver
code to solve the equation in fiber laser
- 2013-05-16 10:32:38下载
- 积分：1
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MatlabSimuLinkToCode
Matlab_Simulink模型到C_C_代码的自动实现(Matlab_Simulink model to C_C_ code automatically)
- 2010-10-10 10:45:17下载
- 积分：1
