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Description: SVMNR非线性回归matlab通用程序
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Size: 168960 |
Author: 547969219@qq.com |
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Description: 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
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Size: 3072 |
Author: 孙准 |
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Description: 实现基于支持向量机的非线性识别，可以取得较好的效果-SVM-based nonlinear identification, achieved good results can be
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Size: 1024 |
Author: landon |
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Description: matalb 仿真SVM 非线性回归程序 初学者适合-svm Nonlinear regression procedure for beginners
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Size: 2048 |
Author: MAJUN |
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Description: 支持向量回归法，简单的介绍了一下，共同学校-Support vector regression method, a brief moment, the common school
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Size: 2048 |
Author: 高志卒 |
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Description: 分区支持向量机源代码，可进行分区支持向量机回归-Partition support vector machine source code, can be the the partition support vector machine regression
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Size: 2048 |
Author: 鱼 |
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Description: 支持向量机非线性回归的通用程序，是模式识别领域的重要分类方法-Support Vector Machine for Nonlinear Regression，All rights reserved
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Size: 2048 |
Author: 晓 |
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Description: 支持向量机的非线性回归预测，得到回归方程的参数，可进行预测-Nonlinear regression predicting support vector machine regression equation obtained parameters can be predicted
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Size: 1024 |
Author: 宋 |
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Description: 使用支持向量机进行非线性回归，得到非线性函数y=f(x1,x2,…,xn)的支持向量解析式，
求解二次规划时调用了优化工具箱的quadprog函数。-Using support vector machine for nonlinear regression, nonlinear function y=f (X1,X2,...,Xn)-support vector analysis,
When solving the quadratic programming Optimization Toolbox quadprog function is called.
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Size: 2048 |
Author: 王斌 |
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