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svm(支持向量机)能进行分类。有不同的核函数,如线性,多项式等-svm (support vector machine) can be classified. There are different kernel functions, such as linear, polynomial, etc.
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This is a support vector machine program developed based on quadprog. Polynomial and RBF kernel are supported. Test it by executing example.m with supported data.
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利用polynomial order kernel function来秀出SVM执行时可能产生出来的错误并汇图表示-Use of polynomial order kernel function to SVM showed off that may arise out of implementation errors and exchange graph
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最小二乘支持向量 MATLAB源码 有说明-The SVM can
be seen as a method of training polynomial, radial basis function,
or multilayer perception classifiers, in which the weights
of the network are found by solving a quadratic programming (QP) problem with linear
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本资料包括实验要求文档,报告文档,训练及测试数据,matlab源代码。就给定问题,利用SVM来进行分类。SVM包括hardmargin的线性和非线性内核,softmargin的线性和非线性内核分别来分类以及评估分类准确度-a MATLAB (M-file) program to compute the
discriminant functiong for the following SVMs, using the training set provided:A hard-margin SVM
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SVM Light工具箱 Matlab接口,已经编译好,可直接用(SVMlight, by Joachims, is one of the most widely used SVM classification and regression package. It has a fast optimization algorithm, can be applied to very large datasets, and has a very efficient implementation of
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