Search - svm kernel matlab

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[AI-NN-PR] svm_v0.55beta DL : 0: 最新的支持向量机工具箱，有了它会很方便 1. Find time to write a proper list of things to do! 2. Documentation. 3. Support Vector Regression. 4. Automated model selection. REFERENCES ========== [1] V.N. Vapnik, "The Nature of Statistical Learning Theory", Springer-Verlag, New York, ISBN 0-387-94559-8, 1995. [2] J. C. Platt, "Fast training of support vector machines using sequential minimal optimization", in Advances in Kernel Methods - Support Vector Learning, (Eds) B. Scholkopf, C. Burges, and A. J. Smola, MIT Press, Cambridge, Massachusetts, chapter 12, pp 185-208, 1999. [3] T. Joachims, "Estimating the Generalization Performance of a SVM Efficiently", LS-8 Report 25, Universitat Dortmund, Fachbereich Informatik, 1999. -The newest work tools of svm,it will be very convenient to have it.
Update : 2025-02-19 Size : 168kb Publisher : 金星
[GUI Develop] svm_toolbox DL : 0: 支持向量机工具箱，其中包含MATLAB演示程序和一些基本的函数（计算核函数的函数、支持向量机训练函数和参数选择交叉验证函数等）。-SVM Toolbox, which contains MATLAB demo programs and some of the basic functions (Calculation Kernel function, SVM training function and parameter selection cross-validation functions, etc.).
Update : 2025-02-19 Size : 242kb Publisher : 王晓
[Other] svmmatlabSORCE DL : 0: 支撑矢量机 class CvSVM : public CvStatModel //继承自基类CvStatModel { public: // SVM type enum { C_SVC=100, NU_SVC=101, ONE_CLASS=102, EPS_SVR=103, NU_SVR=104 } //SVC是SVM分类器，SVR是SVM回归 // SVM kernel type -class Support Vector Machine CvSVM : public CvStatModel// inherited from the base class CvStatModel (ed ic :// SVM type enum (C_SVC = 100, NU_SVC = 101, ONE_CLASS = 102, EPS_SVR = 103, NU_SVR = 104)// SVC is SVM classifier, SVR is the return of SVM// SVM kernel type
Update : 2025-02-19 Size : 7kb Publisher : 李刚
[Mathimatics-Numerical algorithms] SVM-KM DL : 3: 基于核分析的多类分类器，支持向量机的多类分类，适合研究学习，欢迎同行下载-Kernel-based analysis of the many types of classifier, support vector machine multi-category classification, suitable for study of learning, welcomed the peer download
Update : 2025-02-19 Size : 408kb Publisher : lwen
[AI-NN-PR] SVMExample DL : 0: 支持向量机SVM和核函数的MATLAB程序集-SVM Support Vector Machines and Kernel MATLAB assembly
Update : 2025-02-19 Size : 4.24mb Publisher : liucy
[Other] SVM_lzb1p0 DL : 0: 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.
Update : 2025-02-19 Size : 223kb Publisher : 孟祥
[matlab] stprtool DL : 0: 统计模式识别工具箱（Statistical Pattern Recognition Toolbox）包含： 1，Analysis of linear discriminant function 2，Feature extraction: Linear Discriminant Analysis 3，Probability distribution estimation and clustering 4，Support Vector and other Kernel Machines- This section should give the reader a quick overview of the methods implemented in STPRtool. • Analysis of linear discriminant function: Perceptron algorithm and multiclass modification. Kozinec’s algorithm. Fisher Linear Discriminant. A collection of known algorithms solving the Generalized Anderson’s Task. • Feature extraction: Linear Discriminant Analysis. Principal Component Analysis (PCA). Kernel PCA. Greedy Kernel PCA. Generalized Discriminant Analysis. • Probability distribution estimation and clustering: Gaussian Mixture Models. Expectation-Maximization algorithm. Minimax probability estimation. K-means clustering. • Support Vector and other Kernel Machines: Sequential Minimal Optimizer (SMO). Matlab Optimization toolbox based algorithms. Interface to the SVMlight software. Decomposition approaches to train the Multi-class SVM classifiers. Multi-class BSVM formulation trained by Kozinec’s algorithm, Mitchell- Demyanov-Molozenov algorithm
Update : 2025-02-19 Size : 4.07mb Publisher : 查日东
[matlab] kernel DL : 0: svm 核函数的选择与构造在matlab中运行-svm kernel function and structure of the choice to run in matlab
Update : 2025-02-19 Size : 1kb Publisher : 丛宽
[AI-NN-PR] SVMbyQuadprog DL : 0: 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.
Update : 2025-02-19 Size : 254kb Publisher : SUNGWOONG KIM
[Documents] KPCAandSVM DL : 0: KPCA与SVM共同用于人脸识别 SVM提高了分类效果 KPCA是一种借鉴SVM中核函数的一种较好的特征提取方法-KPCA and SVM for face recognition SVM together to improve the classification results from KPCA is a kernel function in SVM a better feature extraction method
Update : 2025-02-19 Size : 219kb Publisher : 付赛男
[Other] svm DL : 0: 国外几篇比较新的关于支持向量机及其核函数和分类的文章-Abroad on a few relatively new support vector machine and kernel function and classification of the article
Update : 2025-02-19 Size : 3.24mb Publisher : 邓九国
[matlab] svm DL : 0: SVM源代码程序，包含了SVM的各个子模块-SVM source code program, including the various sub-modules of the SVM
Update : 2025-02-19 Size : 148kb Publisher : lo.wen.wng
[matlab] kerneladatron DL : 0: kernel adatron, svm impelemtation using gradient ascent method, fast and accurate for solving SVM problem with two classes
Update : 2025-02-19 Size : 5kb Publisher : budi santosa
[matlab] LSSVM DL : 0: Update : 2025-02-19 Size : 789kb Publisher : guojingiing
[AI-NN-PR] pso-svm DL : 1: 这是一个用pso优化SVM中的惩罚参数C和核参数g的MATLAB源码，简单易学-This is an optimization of SVM with the pso in the penalty parameter C and kernel parameter g of the MATLAB source code, easy to learn
Update : 2025-02-19 Size : 1kb Publisher : yyifang
[matlab] SVM DL : 0: In this paper, we show how support vector machine (SVM) can be employed as a powerful tool for $k$-nearest neighbor (kNN) classifier. A novel multi-class dimensionality reduction approach, Discriminant Analysis via Support Vectors (SVDA), is introduced by using the SVM. The kernel mapping idea is used to derive the non-linear version, Kernel Discriminant via Support Vectors (SVKD). In SVDA, only support vectors are involved to obtain the transformation matrix. Thus, the computational complexity can be greatly reduced for kernel based feature extraction. Experiments carried out on several standard databases show a clear improvement on LDA-based recognition
Update : 2025-02-19 Size : 2kb Publisher : sofi
[matlab] svclassify DL : 0: A method for classification of image using svm kernel
Update : 2025-02-19 Size : 1kb Publisher : mina
[matlab] rbf DL : 0: 向量机算法中的核函数向量机算法中的核函数-SVM kernel function
Update : 2025-02-19 Size : 1kb Publisher : lsxk
[AI-NN-PR] SVM-kernel DL : 0: SVM核函数源代码，用matlab语言编写的，适用于分类及相关问题的分析-The SVM kernel function source code, written with matlab language, suitable for classification and analysis of the related problem
Update : 2025-02-19 Size : 1kb Publisher : panxinghui
[matlab] KernelSVM DL : 0: SVM中常用的核函数，可直接通过调参使用(The common kernel function in SVM can be used directly by adjusting parameter)
Update : 2025-02-19 Size : 1kb Publisher : Yao_lx

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