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支持向量机算法及其代码实现
- 支持向量机（SVM），起初由vapnik提出时，是作为寻求最优（在一定程度上）二分类器的一种技术。後来它又被拓展到回归和聚类应用。SVM是一种基于核函数的方法，它通过某些核函数把特征向量映射到高维空间，然後建立一个线性判别函数（或者说是一个高维空间中的能够区分训练数据的最优超平面，参考异或那个经典例子）。假如SVM没有明确定义核函数，高维空间中任意两点距离就需要定义。
Classification_SVM_SteveGunn.r
- SVM的分类算法。使用时需按照要处理数据特点选定参数。,SVM classification algorithm. Want to use when processing data in accordance with the characteristics of the selected parameters.
Image-Classification
- 对SVM多类分类算法进行了研究，总结了不同分类算法的优缺点。接下来本文提出了基于GA(遗传算法)和KNN(K近邻)的SVM多类分类算法-The SVM multi-class classification algorithms studied, summed up the advantages and disadvantages of different classification algorithms. The next paper, based on GA (genetic algorit
classification
- 该程序包实现了几个常用的模式识别分类器算法，包括K近邻分类器KNN、线性判别方程LDF分类器、二次判别方程QDF分类器、RDA规则判别分析分类器、MQDF改进二次判别方程分类器、SVM支持向量机分类器。 主程序中还有接口调用举例，压缩包中还有两个测试数据集文件。-The package to achieve a number of commonly used pattern recognition classifier algorithms, including K neighbor class
bsvm-2.06
- 台湾林智仁等开发的用于SVM多分类软件，包括一对多SVM、一对一SVM、DAGSVM等算法的实现-Taiwan' s Lin Zhiren, etc. for the development of SVM multi-classification software, including one to many SVM, one-SVM, DAGSVM such as Algorithm
libsvm-mat-2[1].89-3
- 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
cao
- 利用SVM算法来进行中文文本分类像百度一样提取关键字，把一句话里的如动词、名词、形容词...分类出来-Using SVM algorithm for Chinese text categorization, like extracting keywords as Baidu, the sentence in the verbs, nouns, adjectives ... Sort out
ddsvm
- SVM算法dd,来自国外做数据挖掘和文本分类的-SVM algorithm dd, from abroad to do data mining and text classification
svmclass
- 采用经典的机器学习分类算法SVM，对训练样本进行训练和学习，来实现对预定目标的分类。-Using the classic machine learning classification algorithm SVM, the training samples for training and study to achieve the intended target of the classification.
MITLearning
- MIT大学的机器学习课程讲稿,很经典的!包括分类,回归,判别式学习,产生式学习,SVM等,基本上包括常用的机器学习算法-MIT University of speech machine learning curriculum, it is classic! Including classification, regression, discriminant study, resulting in learning, SVM, etc., basically including the commo
file
- 利用matlab开发平台和相关的SVM优化工具箱,及OAO,OAA,BSVM2算法模型,设计改进并实现非线性的模式分类实验模型系统.-Matlab use development platform and related optimization toolbox of SVM, and OAO, OAA, BSVM2 algorithm model, designed to improve and to achieve non-linear model of the pattern classi
demosvm
- matlab编写的svm实现多类分类的源代码，训练算法包括OAA算法、OAO 算法、BSVM2算法等。-matlab prepared svm multi-category classification of the source code, training algorithms, including OAA algorithm, OAO algorithm, BSVM2 algorithm.
libsvm-2.88-string
- SVM一个分类组件，用于分类的算法,和决策树等算法都是用于机器学习的算法-SVM
dgdgdgdgdgfdgdfgrelevance
- 基于支持向量机的相关反馈图像检索算法 相关反馈技术是近年来在图像检索中较为重要的 研究方法, 从机器学习的角度, 以支持向量机(SVM ) 为分类器, 提出了一种新的相关反馈方法-Support vector mach ine based relevance feedback algorithm in image retrieval
libsvm-2.9
- SVM是一种比较新比较流行的算法，常常用在分类问题和回归问题上。 SVM方法的VC实现，libsvm源码-SVM is a relatively new algorithm is more popular, often used in classification and regression issues. SVM method VC implementation, libsvm source
generalBT
- SVM是一种比较新比较流行的算法，常常用在分类问题和回归问题上。 libsvm相关的matlab代码-SVM is a relatively new algorithm is more popular, often used in classification and regression issues. libsvm-related matlab code
MILL
- 模式识别中，多标签标记中的经典代码，主要用于场景分类，目标识别，结合svm和boost算法对自然场景进行分类，真的很不错，看看吧-Pattern Recognition, multi-tagged in the classic code, mainly used for scene classification, object recognition, combined with svm and boost the natural scene classification algorithm,
libsvm-mat-2.89-3
- 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
0903
- 基于遗传算法的bp神经网络对基因芯片数据进行分类，能进行准确的分类，能运行。很实用-bp svm matlab
multisvm.ps
- 台湾林智仁等对如何使用SVM进行多分类的理论、算法以及实验的介绍-Taiwan' s Lin Zhiren, etc. on how to use SVM for multi-classification of the theory, algorithms and experimental introduction of