Description: 基于多元线性回归、偏最小二乘、神经网络、卡尔漫滤波、径向基网络、主成分分析等等的程序。可用于建模和预测。-Based on multiple linear regression, partial least squares, neural networks, Carl diffuse filtering, radial basis networks, and so on principal component analysis procedure. Can be used for modeling and prediction. Platform: |
Size: 24576 |
Author:yinjj |
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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 Platform: |
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Author:孙准 |
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Description: 神经网络可用于分类和回归，该程序使用MATLAB编写，用来进行信号分类-Neural networks can be used for classification and regression, the program use of MATLAB, used for signal classification Platform: |
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Author:甘超 |
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Description: 分析地平类药物分子结构和熔点之间关系,编制相应的MATLAB程序,分别建立回归方程和人工神经网络2种方法的模型.选取14个地平类药物作为回归方程和人工神经网络2种方法建模的样本,再选另外4个地平类药物作验证,分别进行2种方式的建模和测试对比.结果表明:人工神经网络模型比回归方程方法在预测地平类药物的熔点时取得更加准确的估计.-The relationship between the structure and melting point analysis horizon drug molecules, the preparation of the corresponding MATLAB, regression equations were established model and artificial neural networks of the two methods. Selected 14 amlodipine drugs as a regression equation and artificial neural network modeling of two methods sample, then select another four horizon drugs for verification, modeling and testing were two ways of comparing results showed that: artificial neural network model than the regression equation method to get a more accurate estimate of the melting point of the forecast horizon drugs . Platform: |
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Author:李雷 |
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Description: IMC-PID是利用内模控制原理来对PID参数进行计算，供做算法研究人员参考，对HARQ系统的吞吐量分析，在MATLAB中求图像纹理特征，包括最小二乘法、SVM、神经网络、1_k近邻法,包括回归分析和概率统计。- The IMC- PID is using the internal model control principle for PID parameters is calculated, Algorithm for researchers to do reference, HARQ throughput analysis of the system, In the MATLAB image texture feature, Including the least squares method, the SVM, neural networks, 1 _k neighbor method, Including regression analysis and probability and statistics. Platform: |
Size: 13312 |
Author:mmanak |
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Description: IMC-PID是利用内模控制原理来对PID参数进行计算，PLS部分最小二乘工具箱,包括最小二乘法、SVM、神经网络、1_k近邻法,Matlab实现界面友好，进行逐步线性回归。-The IMC- PID is using the internal model control principle for PID parameters is calculated, PLS PLS toolbox, Including the least squares method, the SVM, neural networks, 1 _k neighbor method, Matlab to achieve user-friendly, Stepwise linear regression. Platform: |
Size: 10240 |
Author:mmanueza |
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Search - neural networks for regression matlab