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\Contents.m
% Statistical Pattern Recognition Toolbox. % % Contents % % bayes - (dir) Bayes classification. % datasets - (dir) Functions for handling with data sets. % generalp - (dir) General purpose functions. % learning - (dir) Statistical learning methods. % linear - (dir) Linear discriminat function synthesis. % quadrat - (dir) Quadratic discriminant function synthesis. % pca - (dir) Principal Component Analysis. % svm - (dir) Support Vectors Machines. % % Contents.m - this file % modiflog.txt - Log file with modifications to the toolbox. % readme.txt - File to be read first before start working % with the toolbox. % setpath.m - Set path to the STPRtoolbox. % % % List of demo programs % % Linear discriminat function: % andrdemo - Generalized Anderson's task. % fishdemo - Fisher's classifiers, convex cones. % lindemo - Finite point sets splitting (Perceptron, etc. ). % % Quadratic discriminant function: % quademo - Non-linear data mapping, quadratic function. % % Statistical learning methods: % mmdemo - Minimax learnig algorithms. % unsudemo - Unsupervised (EM) learning algorithms. % % Bayes: % bayesdemo1 - Discriminat function of Bayes classifier. % bayesdemo2 - Bayes classsification and error estimation. % bayesdemo3 - Bayesian risk and minimax strategy. % % Principal Component Analysis (PCA): % pcademo1 - Demo on the standard linear PCA. % kpcademo1 - Demo on the non-linear Kernel-PCA. % % Support Vector Machines: % svmdemo - Demo on the Support Vector Machines. % multisvmdemo1 - Demo on using multi-class Support Vector Machines. % minballdemo1 - Demo on findinf minimal ball around data. % % Statistical Pattern Recognition Toolbox, Vojtech Franc, Vaclav Hlavac % (c) Czech Technical University Prague, http://cmp.felk.cvut.cz % Written Vojtech Franc (diploma thesis) 26.02.2000 % Modifications % 11-Nov-2001, V.Franc, bayesdemo3 % 23-Oct-2001, V.Franc, SVM demo % 6-June-2001, V.Franc, PCA demos % 11-june-2001, V.Franc, Bayes demo added % 24. 6.00 V. Hlavac, updated to match actual state. % 23-mar-2001, V.Franc, added new directories