如何在MATLAB中运行libsvm? [英] How to run libsvm in MATLAB?

问题描述

如何在MATLAB下开始使用 libsvm ?

How to get started with libsvm under MATLAB?

我已经下载了库，并将其提取到C:\Program Files\MATLAB\R2012a\toolbox\中， 但是我不知道如何在MATLAB中使用它.

I've downloaded the library, and extracted it in C:\Program Files\MATLAB\R2012a\toolbox\, but then I don't know how to use it in MATLAB.

推荐答案

下载libsvm并将其解压缩到您选择的目录中，例如C:\libsvm

Download and extract libsvm in a directory of your choosing, say C:\libsvm

如C:\libsvm\matlab\README文件中所述，首先必须确保受支持的C/C ++编译器已安装.请注意，在64位系统上，您需要正确的64位版本的编译器(例如，Visual Studio Express版本需要Windows SDK)

As described in the C:\libsvm\matlab\README file, first you have to make sure a supported C/C++ compiler is installed. Note that on 64-bit systems, you need the correct 64-bit version of the compiler (e.g. Windows SDK is needed for Visual Studio Express edition)

>> mex -setup

选择编译器后，需要编译MEX文件:

Once you have selected a compiler, you need to compile the MEX-files:

>> cd('C:\libsvm\matlab')
>> make

最后将包含生成的二进制文件的文件夹添加到MATLAB搜索路径:

Finally add the folder with the generated binaries to the MATLAB search path:

>> addpath('C:\libsvm\matlab')

使用一个简单的示例(伪数据)测试库:

Test the library with a simple example (fake data):

>> labels = double(rand(10,1)>0.5);
>> data = rand(10,5);
>> model = svmtrain(labels, data, '-s 0 -t 2 -c 1 -g 0.1')

请注意，当前版本的libsvm包含针对Windows的预编译的64位MEX文件.二进制文件位于C:\libsvm\windows\*.mexw64中(将它们从上方复制到matlab子文件夹中)

Note that the current version of libsvm includes pre-compiled 64-bit MEX-files for Windows. The binaries are located in C:\libsvm\windows\*.mexw64 (copy those to the matlab subfolder from above)

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