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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 sificati
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支撑向量机SVM的工具LIBSVM,能够在windows平台下通过命令行使用,也可以在matlab下调用,适合于研究复杂条件下的分类问题-Libsvm is a simple, easy-to-use, and efficient software for SVM
classification and regression. It solves C-SVM classification, nu-SVM
classification, one-class-SVM, epsilon-SVM
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svm多分类器,包括多分类和GA算法和PSO算法优化的SVM-svm multi-classifier, including the multi-classification and GA algorithm and PSO algorithm for optimization of SVM
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是一種線性方成的分類器。SVM透過統計的方式將雜亂的資料以NN的方式分成兩類,以便處理。LIBLINEAR is a linear classifier for data with millions of instances and features. It supports L2-regularized logistic regression (LR), L2-loss linear SVM, and L1-loss linear SVM. -Main features of LIBLINEA
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SVM是一种优秀的分类算法,常用于用于回归分析和分类,而matlab语言的libSVM则为广大使用matlab进行设计的人员提供很好的帮助。-libSVM for regression classification
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基于GPU计算的SVM,VC++源码,包括详细文档说明文件。借用了GPU编程的优势,该代码据作者说比常规的libsvm等算法包的训练速度快13-73倍,预测速度快22-172倍。希望对大家有用-cuSVM is a software package for high-speed (Gaussian-kernelized) Support Vector Machine training and prediction that exploits the massively parallel proc
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台湾大学林智仁开发的libsvm的matlab最新版libsvm-3.18(2014年),可以实现分类、回归、预测的功能 -Zhiren Taiwan University developed the-Linmatlab libsvm latest version can be achieved classification, regression, prediction of functional
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利用matlab读取libsvm的工具包,实现数据的自动分类。压缩包里有训练文件及测试文件。-Read libsvm using matlab toolkit, automatic classification of data. Compression bag has training documents and test files.
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这是matlab编写的Logistic Discrimination 和 KNN分类器代码。这两个算法的实现参考了《Introduction to Machine Learning》。 除此在代码中还包含了调用matlab自带的libsvm的例程。rumLogisticDiscrimination, runKnn, runSvm分别对这3个算法在数据集liver_train_data上的分类准确度进行测试。测试结果在code report.doc 中有简要描述。-This code implem
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一个在Matlab上实现SVM的源代码,用途广泛,相当实用的分类方法-SVM classification method to achieve the source code on Matlab, versatile, very practical
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二分类,参数寻优 matlab 支持向量机(Two classification)
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libsvm 在matlab 中的应用之多分类预测问题方法一对多(One of many ways to apply libsvm to matlab in multi-classification prediction problem)
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