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Description: An online SVR algorithm in Matlab.
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Size: 54272 |
Author: horace |
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Description: svm for regression for model recognition this is a usefull code
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Size: 2048 |
Author: far |
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Description: Feature selection methods for machine learning algorithms such as SVR, including one filter-based method (CFS) and two wrapper-based methods (GA and PSO). The gridsearch is for the grid search for the optimal hyperparemeters of SVR. The SVM_CV is for the k-fold cross-validation of SVR. All the programs are flexible and could be implemented by the users themselves.-Feature selection methods for machine learning algorithms such as SVR, including one filter-based method (CFS) and two wrapper-based methods (GA and PSO). The gridsearch is for the grid search for the optimal hyperparemeters of SVR. The SVM_CV is for the k-fold cross-validation of SVR. All the programs are flexible and could be implemented by the users themselves.
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Size: 6144 |
Author: Gang Fu |
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Description: 新的支持向量机回归算法
An
Accurate Online Support Vector Regression (AOSVR) algorithm is introduced, which
efficiently updates a trained SVR function whenever a sample is added to or removed
from the training set. The updated SVR function is identical to the one that would be
produced by a batch algorithm. Applications of AOSVR both in an online and in a crossvalidation
scenario are presented-Accurate Online Support Vector Regression
An
Accurate Online Support Vector Regression (AOSVR) algorithm is introduced, which
efficiently updates a trained SVR function whenever a sample is added to or removed
from the training set. The updated SVR function is identical to the one that would be
produced by a batch algorithm. Applications of AOSVR both in an online and in a crossvalidation
scenario are presented
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Size: 257024 |
Author: xing yongzhong |
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Description: 用支持向量机预测水体富营养化影响条件，以及对各种条件进行多元回归预测-With support vector machine eutrophication impact conditions, as well as a variety of conditions, multivariate regression
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Size: 2048 |
Author: 刘金勇 |
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Description: 一个支持向量回归机的应用！很适合初学者用来做预测！-A support vector regression machine application!Is suitable for beginners to make the forecast!
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Size: 235520 |
Author: yuanjianzhou |
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Description: SVR tutorial Document
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Size: 388096 |
Author: Micky |
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Description: 文章针对无线传感器网络(WSN)节点定位算法DV-Hop的节点间距离沽计误差对定位准确度影响较大的问题，提出一种基于LS-SVR(最小二乘支持向量回归机)的定位算法L-LSSVR.
-Aiming at solving the problem of the significant influence of distance estimation error onlocation accuracy of DV-Hop in Wireless Sensor Networks (WSN), a new node localizationmethod based on LS-SVR (L-LSSVR) is proposed.
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Size: 923648 |
Author: 华威 |
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Description: 该压缩包中包含的程序均在MATLAB下开发，从功能上分为两类。第一类名字中包含SVC的程序，主要用来对两类数据进行分类，并可以生成分类结果图。第二类名字中包含SVR的程序，主要用来对高维数据集进行预测，并可以生成预测结果图。该类程序可以很好地解决SVM中的分类及预测问题。-The archive contains the MATLAB program are under development, from the functions are divided into two categories. The first category name contains the SVC process, mainly two types of data used to classify and to generate classification result. The second category contains the name of the SVR procedures, mainly used for high-dimensional data sets to predict and can generate predictions map. The application can be a good solution in SVM classification and forecasting problems.
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Size: 6144 |
Author: 果果 |
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Description: 基于SVR的线性系统的辨识和校验，辨识信号采用幅值为2的随机信号-Linear systems based on SVR identification and validation, identification signal using random signal amplitude of 2
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Size: 56320 |
Author: 孟佳 |
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Description: 基于SVR的非线性系统的辨识和校验，辨识信号为幅值为2的随机信号-Nonlinear systems based on SVR identification and validation, identification signal is a random signal amplitude of 2
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Size: 56320 |
Author: 孟佳 |
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Description: 基于SVR的线性系统故障诊断，假设线性系统在1.4s~1.6s期间发生前向通道恒增益故障，恒增益变化系数为1.8-Linear systems based on SVR fault diagnosis, assuming a linear system in 1.4s ~ 1.6s during forward channel constant gain fault, constant gain coefficient of variation of 1.8
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Size: 56320 |
Author: 孟佳 |
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Description: 基于SVR的非线性系统故障诊断，假设非线性系统在1.4s~1.6s期间发生系统参数变化故障-SVR-based fault diagnosis of nonlinear systems, assuming nonlinear systems in 1.4s ~ 1.6s failure occurred during the parameter variations
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Size: 56320 |
Author: 孟佳 |
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Description: 本算法是利用matlab软件编写的Block-SVR算法，该算法是用来处理SAR和可见光融合的算法。-We have proposed a new fusion technique,
namely block-based synthetic variable ratio (Block-SVR), which is a technique based on multiple linear regression of block regions to fuse optical and SARimagery.
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Size: 1024 |
Author: xiyanzh |
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Description: svr for prediction and forecasting
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Size: 1024 |
Author: mostafa |
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Description: SVR use matlab but too many problem in that code and plase i need easy code
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Size: 23552 |
Author: bella |
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Description: this file is tutorial about support vector regression and is very useful for basic persons that want learn about SVR-this file is tutorial about support vector regression and is very useful for basic persons that want learn about SVR
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Size: 388096 |
Author: hamid |
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Description: the matlab code for support vector regression machine , including data pretreatment of information. It includes an example (time prediction series)that uses SVR
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Size: 17408 |
Author: masoud |
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Description: IRWLS-SVR即基于迭代加权最小二乘的支持向量机回归-IRWLS-SVR，Support vectors based on iteratively reweighted least squares
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Size: 9216 |
Author: 王党 |
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Description: 用matlab实现了支持向量回归，并且使用了核函数，对于各种维度的数据均可使用-Using matlab to achieve an SVR, and uses kernel functions for the various dimensions of the data can be used
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Size: 2048 |
Author: hengzhang |
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