Description: svm(支持向量机)分类算法本质上是二类分类器，实现多类分类的方法一般是将多类分类看作是多个一对多的二类分类器。本程序就是基于svmlight的svm多类分类器实现。对分类感兴趣的用户请参照。配合中文分词（参见我上传的程序），可实现中文多类分本分类。-svm (support vector machine) classification algorithm is essentially a second-class classifier, multi-category classification methods in general is to multiclass classification is more than one-to-many as second-class classifier. This procedure is based on many types of svmlight of SVM classifiers to achieve. Classification please refer to interested users. With the Chinese word segmentation (see my uploaded program), can be realized at the Chinese multi-category classification. Platform: |
Size: 566272 |
Author:maming |
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Description: 一个java程序编写的svm支持向量机小程序，用来模式识别领域，主要用来分类-A java program prepared by support vector machine SVM applet to the field of pattern recognition, mainly used classification Platform: |
Size: 32768 |
Author:shenchen |
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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: libsvm支持向量机，用于识别分类。本程序成功用于虹膜识别的研究。是嵌入matlab的C程序-libsvm support vector machine, used to identify classification. The success of this procedure for iris recognition research. Is embedded in the C program matlab Platform: |
Size: 65536 |
Author:张顺利 |
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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: |
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Author:tangxiaojun |
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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: |
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Author:songchao |
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Description: 一个svm(向量机)分类算法本质上是二类分类器代码，实现多类分类的方法一般是将多类分类看作是多个一对多的二类分类器。本程序源码就是一种基于svmlight的svm多类分类器实现。对分类感兴趣的用户请参照。-A svm (vector machine) classification algorithm is essentially a second-class classification code, multi-class classification methods are generally multi-class classification is more than one to many as second-class classifier. The program source code is a multi-class svm based svmlight the classifier implementation. Interested users of the classification refer. Platform: |
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Author:圣人 |
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Description: 1.GeometricContext文件是完成图片中几何方向目标分类。
参考文献《Automatic Photo Pop-up》Hoiem 2005
2 GrabCut文件是完成图像中目标交互式分割
参考文献《“GrabCut” — Interactive Foreground Extraction using Iterated Graph Cuts》
C. Rother 2004
3 HOG文件是自己编写的根据HOG特征检测行人的matlab代码
4 虹膜识别程序是下载的一个通用的虹膜识别程序，可以运行
5 GML_AdaBoost_Matlab_Toolbox是一个很好用的adaboost matlab工具箱
6 libsvm-mat-2.91-1 是用C编写的改进的SVM程序，代码质量很高，提供了matlab接口
7 SIFT_Matlab 是编写的利用sift特征进行的宽基线匹配，代码质量高
8 FLDfisher 是利用fisher 线性降维方法进行人脸识别-1.GeometricContext file is complete the picture in the geometric direction of target classification. References " Automatic Photo Pop-up" Hoiem 2005 2 GrabCut the target file is an interactive segmentation of image reference " " GrabCut " - Interactive Foreground Extraction using Iterated Graph Cuts" C. Rother 2004 3 HOG documents prepared under their own HOG Characteristics of pedestrian detection matlab code 4 iris recognition process is to download a general iris recognition program, you can run 5 GML_AdaBoost_Matlab_Toolbox is a good use of adaboost matlab toolbox 6 libsvm-mat-2.91-1 is written in C to improve the SVM procedures, code of high quality, provides a matlab interface to 7 SIFT_Matlab is prepared for the use of sift features a wide baseline matching, the code is the use of high quality 8 FLDfisher fisher linear dimension reduction method for face recognition Platform: |
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Author:张数 |
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Description: 本程序包括各种模式识别的分类方法，包括k均值分类，C均值分类，基于svm支撑向量机的分类方法，以及基于Adboost的分类方法。-The program includes a variety of pattern recognition classification methods, including k means classification, C means classification, based on support vector machines svm classification and classification based on Adboost. Platform: |
Size: 1592320 |
Author:zhupeng |
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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: 本程序采用svm分类算法，实现了对连体数字（0-100）的识别。 分两个过程，第一个需要训练生成mode，第二个过程根据mode进行预测。识别率达95 -This program uses the svm classification algorithm, the identification of the piece number (0-100). Divided into two processes, first need to be trained to generate mode, the second process according to the mode to predict. Recognition rate of 95 Platform: |
Size: 2931712 |
Author:王建 |
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Description: 可以对给定的对象数据特征进行分类，里面的程序可以很好的运行，希望共同讨论运用
。-Characteristics of a given object data classification, which the program can run, I hope to discuss the use
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Size: 13312 |
Author:邓家 |
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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: 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) Platform: |
Size: 5120 |
Author:Kry
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Description: 采用svm来做分类，一般能得到较满意的结果，但用svm做分类预测时需要调节相关的参数才能得到比较理想的预测分类准确率，那么svm的参数该如何选取？该程序主要说明如何更好地提升分类器性能。(Use svm to do the classification, the general can get more satisfactory results, but when using svm to do classification prediction need to adjust the relevant parameters in order to get the ideal prediction classification accuracy, then svm parameters how to choose? The program mainly shows how to improve the performance of classifier.) Platform: |
Size: 201728 |
Author:wj2511
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Description: 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 .) Platform: |
Size: 48553984 |
Author:xinandaxuelibo
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