Description: Support Vector Machines is a powerful methodology for solving problems in nonlinear classification and regression.
It is a matlab version.-Support Vector Machines is a powerful methamphetamine odology for solving problems in nonlinear CLAS sification and regression. It is a Matlab versi on. Platform: |
Size: 29696 |
Author:Mountain |
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Description: The Bayesian Committee Machine (BCM) is an approximation method for
large-scale Gaussian process regression.
- The code is for Matlab
Version 1.0, November 2005-The Bayesian Committee Machine (BCM) is an approximation method for large-scale Gaussia n regression process.- The code is for Matlab Ve rsion 1.0 EDN 2005 Platform: |
Size: 13312 |
Author:Joyce |
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Description: 关于Logistic回归统计算法的matlab实现,内容包括建模、输出变量预测和预测误差分析。数据来自UCI数据库中的Ionosphere database,有351个统计实例,输出变量是二分类变量,代表电波从电离层反射的好坏情况,共有32个特征值。(压缩包中包含已经处理好的数据)-on Logistic regression algorithm to achieve the Matlab, including modeling, variable output forecast and prediction error analysis. UCI data from the database Ionosphere database, Statistics are 351 examples, and the output variable is two classification variables, representatives from the ionosphere radio reflection of the good and bad, A total of 32 eigenvalue. (Compressed package contains good data already processed) Platform: |
Size: 1191936 |
Author:高 |
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Description: 国外一个matlab工具箱,里面包括mlr,pca,pls,kpcr等-Abroad, a matlab toolbox, which includes mlr, pca, pls, kpcr, etc. Platform: |
Size: 173056 |
Author:wj |
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Description: 这里实现了基于四种SVM工具箱的分类与回归算法:
1、工具箱:LS_SVMlab
Classification_LS_SVMlab.m - 多类分类
Regression_LS_SVMlab.m - 函数拟合
2、工具箱:OSU_SVM3.00
Classification_OSU_SVM.m - 多类分类
3、工具箱:stprtool\svm
Classification_stprtool.m - 多类分类
4、工具箱:SVM_SteveGunn
Classification_SVM_SteveGunn.m - 二类分类
Regression_SVM_SteveGunn.m - 函数拟合
更详细的相关函数说明请通过help命令查看!-Here the realization of the four SVM toolbox based on the classification and regression algorithm: 1, Toolbox: LS_SVMlabClassification_LS_SVMlab.m- Multiclass Classification Regression_LS_SVMlab.m- function fitting 2, the toolbox: OSU_SVM3.00Classification_OSU_SVM.m- Multiclass Classification 3, Toolbox: stprtoolsvmClassification_stprtool.m- Multiclass Classification 4 toolbox: SVM_SteveGunnClassification_SVM_SteveGunn.m- II Category Regression_SVM_SteveGunn.m- function fitting a more detailed explanation of the correlation function through the help command to view! Platform: |
Size: 2740224 |
Author:杨愚根 |
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Description: matlab中回归分析常用的一些算法,编写了很久,都比较高效。-matlab regression analysis of some algorithms commonly used in the preparation of a long time, are relatively efficient. Platform: |
Size: 3072 |
Author:冷山道 |
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Description: 数据回归分析包括一元线性回归,一元非线性回归,多元线性及广义线性回归,多元非线性回归(Data regression analysis including a yuan linear regression, a yuan of nonlinear regression, multiple linear and generalized linear regression and multivariate nonlinear regression) Platform: |
Size: 736256 |
Author:王鑫 |
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