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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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matlab
利用蚁群算法解决TSP问题的matlab源代码(Using ant colony algorithm to solve TSP problem matlab source code)
- 2009-04-30 12:47:01下载
- 积分:1
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the-second-zhang
说明: matlab的对数值分析基本内容的实现问题(The numerical analysis matlab basic content of the realization of)
- 2011-03-29 16:22:56下载
- 积分:1
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HideAndShowTaskbar
使用Visual Basic
使用将Taskbar隐藏和显示的API(use Visual Basic to use and display Taskbar hiding API)
- 2007-03-28 16:24:51下载
- 积分:1
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Contourplot
标准阵列的波束方向图的幅度等高线图:N=M=10,均匀加权。(Contour plot of uniformly weighted rectangular array)
- 2011-12-21 16:12:56下载
- 积分:1
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SimpleWarping
warping basics in matlab
- 2015-03-28 16:42:22下载
- 积分:1
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Chapter3
通信系统仿真可能会要用大的子函数,子函数,源文件,希望对大家有用(Communication system simulation may be to use a large subroutine, subroutine, source files, want to be useful to everyone)
- 2009-11-10 12:57:59下载
- 积分:1
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2.4GH_antenna
无线WIFI 2.4GHz天线制作资料,DIY资料(WIFI 2.4GHz wireless data antenna production, DIY information)
- 2009-05-06 11:40:00下载
- 积分:1
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waterprint
音频添加水印的详细程序 源码 希望对大家有所帮助(Add audio watermark detailed procedures)
- 2010-01-19 15:18:50下载
- 积分:1
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Signal-Smoothing
说明: 在数字信号处理,采用滑动平均的方法消除噪声(In digital signal processing, using moving average method to eliminate noise)
- 2011-03-13 13:36:19下载
- 积分:1