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有基于 matlav的svm软件工具,感觉挺好用的。里面有很多实例,稍加修改就可以使用。例如三分类问题:
1、输入三类数据xapp yapp
2、选择多类分类方法(一对多或一对一或m-svm)
3、设置参数
4、调用训练函数得到向量机参数
5、输入测试数据,得到预期结果。
-There is matlav based on the SVM-based software tools, I feel pretty useless. Inside there is a lot
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SVM classification
This routine classify the training set with a support vector machine using quadratic programming algorithm (active constraints method)
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this a matlab coding of svm classification function.
when inputing training samples, training labels, testing samples, testing labels, and two parameters, the classification result is obtained.
linear svm and nonlinear svm can be selected.-this
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In this code I have used GA in supervised PCA to find the best coeficients for overall covariance. the classification is made by K-In this code I have used GA in supervised PCA to find the best coeficients for overall covariance. the classification i
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这是一个在matlab环境下运行,使用SVM支持向量机对葡萄酒种类进行分类的例子,对于学习SVM分类的朋友而言,应该有所帮助。-This is a run in the matlab environment, the use of SVM support vector machine classification of wines example, for learning SVM classifier friends, it should be helpful.
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实现svm分类,两个代码svm和newsvm,包含源码和txt说明,还附有svm工具箱的安装使用的详细解读及源码应用examples。-Achieve svm classification, two code svm and newsvm, including source code and txt descr iption, but also with svm toolbox installation of detailed interpretation and application sou
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svm分类器的一个demo,包含文档说明,适合初次接触svm的人,可以对svm的分类过程有个入门式的认识。-A demo of the SVM classifier, including documentation, for the first time contact of SVM, the SVM classification process can be a entry type.
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The goal of this session is to get basic practical experience with SVM classification as well as with the visual object category detection in still images. We will consider a simple face detector based on the common “scanning-window” technique.
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支持向量机(SVM)分类支持向量机的故障诊断,主要可以处理多维数据,该算法能否实现故障和故障类型的判断-For support vector machine (SVM) classification of SVM fault diagnosis, the main can handle multidimensional data, whether the algorithm can realize fault and failure types of judgment
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SVM分类程序,Python语言实现,动作识别-SVM classification procedures, Python language, action recognition
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通过支持向量机进行分类,实现了有监督的分类计算。-Through the support vector machine (SVM) classification, supervised classification calculation is realized.
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SVM实现图片分类,SIFT特征,可以自动读取文件下的图片和目录名(SVM realize picture classification, SIFT features, you can automatically read files under the pictures and directory names)
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svm分类,良好的分类效果,具有参考应用意义(SVM Classification, good classification effect, with reference application significance)
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用于主成分图像svm分类,简单,有很好的程序,适合初学者(SVM for principal component image classification, simple, there are very good procedures for beginners)
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一个测试支持向量机SVM分类的简单小程序,好像从别人那整的(A test of support vector machine classification SVM simple small program)
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该文件主要包含了Matlab条件下开发的SVM算法,该算法主要用于机器视觉的学习与分类(The file mainly includes the SVM algorithm developed under the Matlab condition, which is mainly used for learning and classification of machine vision.)
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SVM图片多分类,包含一组示例图片以及程序,程序有相应的注释,(Multi classification of SVM pictures,Contains a set of sample pictures and programs ,The program has a corresponding annotation .)
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Here is the Matlab code for SVM classification with data.
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svm wine classification trial
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matlab 开发,使用SVM方法实现印章和背景的自动分类,分类效果较好(Matlab development, using SVM method to realize automatic classification of seal and background, the effect of classification is better)
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