gusucode.com > 支持向量机工具箱 - LIBSVM OSU_SVM LS_SVM源码程序 > 支持向量机工具箱 - LIBSVM OSU_SVM LS_SVM\stprtool\svm\Contents.m
% Support Vector Machines. % % msmo - Multi-class version of SMO. % msvmclass - Multi-class version of SVMCLASS. % msvmmot - Multi-class version of SVMMOT. % ka - Kernel-Adatron algorithm for SVM (L1) problem. % kernelsk - Kernel Schlesinger-Kozinec's algorithm, SVM (L2) problem. % kerskfmat - Fast version of KERNELSK. % kernelskf - Fast version of MERNELSK, C-source. % kmatrix - Computes kernel matrix for given data. % kperceptr - Kernel Perceptron algorithm. % pmsvm - Plots the SVM decision boundary for multiclass problem. % psvm - Plots the SVM decision boundary for binary problem. % smomat - Solves SVM (L1) by the Sequential Minimal Optimizer, Matlab. % smo - Solves SVM (L1) by the Sequential Minimal Optimizer, C-source. % smoker - Solves SVM (L1) by SMO using precomputed kernel matrix. % smoker_l1o - Computes Leave One Out validation for SVM trained by SMO. % svmdemo - Demo on the Support Vector Machines. % svmclass - Classifies patterns using SVM decision rule. % svmclass2 - Classifies patterns uisng SVM decision rule, C-source code. % svmhyper - Compute a hyperplane for linear case of SVM. % svmmot - Solves SVM (L1) problem by Matlab Optimization Toolbox. % svm2mot - Solves SVM (L2) problem by Matlab Optimization Toolbox. % % Statistical Pattern Recognition Toolbox, Vojtech Franc, Vaclav Hlavac % (c) Czech Technical University Prague, http://cmp.felk.cvut.cz % Written Vojtech Franc (diploma thesis) 02.11.1999 % % Modifications % 21-nov-2001, V.Franc, kperceptr added. % 21-oct-2001, V.Franc, smoker, smoker_l1o, kernel_matrix. % 19-sep-2001, V.Franc, new functions added. % 18-aug-2001, V.Franc, added kernelskf % 17-aug-2001, V.Franc, added kernelsk, svm2learn % 18-apr-2001, V.Franc, added msvmclass, msvmlearn, pmsvm, psvm % 23-mar-2001 V. Franc, directory created