Description: 在做2維度樣本分類的過程中,若我們能事先畫出訓練樣本在空間中的分散情形,這將有助於我們在設定SVM分類器的參數C的取值範圍. 例如:若畫出的訓練樣本的散佈較分散,我們可以得知此時採用的參數值可以取在較大的範圍. 所以本程式也是讓想要畫出資料樣本在平面的散佈情形者之一各可行工具.-2 dimensions in a sample to do the classification process, if we were able to pre-draw training samples dispersed in space situation, this will help us in setting the parameters of SVM classifier C range. For example: If the draw training samples to spread more decentralized, we can know at this time using the parameter values can be chosen in a larger scope. So let this program is also want to draw information on the spread of samples in the planar case, one of the possible tools. Platform: |
Size: 1024 |
Author:worthwhile |
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Description: 支持向量机的matlab程序实现，可用于模式分类，模式识别-SVM matlab program can be used for pattern classification, pattern recognition Platform: |
Size: 125952 |
Author:zzr |
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Description: 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 classifier KNN, linear discriminant equation LDF classifier, quadratic discriminant equation QDF classifier, RDA rules of discriminant analysis classifier, MQDF improve the quadratic discriminant equation classifier, SVM Support Vector Machine classifier. Also call the main program interface, for example, compressed package there are two test data sets document. Platform: |
Size: 100352 |
Author:tangxiaojun |
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Description: 这是SVM文本分类程序源码，既有java版本，也有C++版本。 -This is a SVM text classification program source code, both java versions, there are C++ version. Platform: |
Size: 13333504 |
Author:yyifang |
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Description: HSSVM是一个用超球SVM（Hyper-Sphere Support Vector Machines）模型求解多分类问题的工具包，采用Java语言实现。开发该程序的主要目的，是利用超球SVM求解模型代替传统上借助于解二分类问题的经典SVM模型来求解多分类问题。本文将论述该程序的主要实现细节，包括相关算法及设计原理的描述。-HSSVM is an ultra ball SVM (Hyper-Sphere Support Vector Machines) to solve multi-classification model of tool kit, using Java language. Development of the program' s main purpose is to solve the model by Ball SVM instead of the traditional means of solving two classification problems on the classical SVM model to solve multi-classification problems. This article discusses the main implementation details of the program, including related algorithms and design principles are described. Platform: |
Size: 1342464 |
Author:songchao |
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Description: 该程序可较好地用于故障诊断，可做故障的分类识别-This program can be better used for troubleshooting, do faults classification Platform: |
Size: 10664960 |
Author:zhaocaixi |
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Description: 先用小波变换进行降维后，再用DCT进行特征提取，然后用SVM分类识别，SVM需先安用libsvm工具箱，然后再可以运行，该程序包含ROL人脸库，一并上传。-First reduce the dimension of the wavelet transform, the then DCT feature extraction, and then use SVM classification, SVM must be safe to use libsvm toolbox, and then you can run, the program contains ROL face database, be uploaded. Platform: |
Size: 5598208 |
Author: |
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Description: 程序可以用于支持向量机分类算法，只有源代码，使用时需要改进-Program can be used to support vector machine (SVM) classification algorithm, only the source code, when using, need to improve Platform: |
Size: 2048 |
Author:duanyunyan |
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Description: 一个svm的演示程序，能演示两类数据分类，有gui界面，不使用第三方工具箱，使用gaussian核函数，界面能设置c和gamma的参数值，最后可以得到分类情况的可视化效果。针对svm算法的研究者和用于教学演示的教师，是个不错的源码。-An svm demo program that can demonstrate two types of data classification, gui interface, do not use third-party toolbox, using gaussian kernel function, the interface can be set to c, and gamma parameter values, the final classification can be obtained visualization. Svm algorithm for researchers and teachers for teaching demonstration, is a good source. Platform: |
Size: 5120 |
Author:刘 |
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Description: matlab编写的文本分类的程序，可以对已经分好词的文本进行分类，先自己导入数据，用libsvm中的svm进行分类和预测，特征用tfidf算法，还利用卡方检验进行了特征选择，可自行设定阈值。-matlab prepared text classification program, you can have a good word of text classification, classification and prediction using libsvm in svm, characterized by tfidf algorithm, also used the chi-square test was used for feature selection, you can set thresholds on their own. Platform: |
Size: 35840 |
Author:wang |
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Description: svm分类器程序,该程序是一个完整的svm分类器程序，由其他网站提供。-svm classifier program, which is a complete svm classification procedures provided by other sites. Platform: |
Size: 3072 |
Author:陈宇 |
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Description: 基于SMO优化算法的SVM分类程序，显示判别函数值及分类结果-SMO optimization algorithm based on SVM classification program that displays the results of the discriminant function values and classification Platform: |
Size: 3072 |
Author:qin wen |
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Description: 这是一个包含PCA降维的matlab程序加上用svm分类的一个程序。-This is a PCA dimensionality reduction plus matlab program contains a program with svm classification. Platform: |
Size: 7168 |
Author:方达 |
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Description: SVM典型三分类程序 自带数据特征 可完美运行-SVM classification program comes with three typical characteristics of the data can be perfect run Platform: |
Size: 9216 |
Author:邵明旭 |
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Description: 支持向量机由Vapnik首先提出，像多层感知器网络和径向基函数网络一样，支持向量机可用于模式分类和非线性回归，该程序主要实现svm的分类和回归功能。(SVM was first proposed by Vapnik. Like multilayer sensor network and radial basis function network, SVM can be used for pattern classification and non-linear regression. The program mainly implements svm classification and regression functions.) Platform: |
Size: 17408 |
Author:wj2511
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