Description: Support Vector Machine as the implementation of statistical learning theory approach, can be a good solution to the nonlinear and high dimension problem, the neural network method to overcome the slow convergence, solution instability, bad promotion of sexual shortcomings, in recent years has been widely studied, at pattern recognition, signal processing, control, communications, etc. has been widely applied.
File list (Check if you may need any files):
LS_SVMlab
.........\AFE.m
.........\bay_errorbar.m
.........\bay_initlssvm.m
.........\bay_lssvm.m
.........\bay_lssvmARD.m
.........\bay_modoutClass.m
.........\bay_optimize.m
.........\bay_rr.m
.........\buffer.mc
.........\changelssvm.m
.........\code.asv
.........\code.m
.........\codedist_bay.m
.........\codedist_hamming.m
.........\codedist_loss.m
.........\codelssvm.m
.........\code_ECOC.m
.........\code_MOC.m
.........\code_OneVsAll.m
.........\code_OneVsOne.m
.........\Contents.m
.........\crossvalidate.m
.........\deltablssvm.m
.........\democlass.m
.........\demofun.m
.........\demomodel.m
.........\demo_fixedclass.m
.........\demo_fixedsize.m
.........\demo_yinyang.m
.........\denoise_kpca.m
.........\eign.m
.........\gridsearch.m
.........\initlssvm.m
.........\kentropy.m
.........\kernel_matrix.m
.........\kpca.m
.........\latentlssvm.m
.........\leaveoneout.m
.........\leaveoneout_lssvm.m
.........\linesearch.m
.........\linf.m
.........\lin_kernel.m
.........\LS-SVMlab Toolbox User's Guide.pdf
.........\lssvm.dll
.........\lssvm1024.dll
.........\lssvm256.dll
.........\lssvm64.dll
.........\lssvmFILE.exe
.........\lssvmFILE.m
.........\lssvmFILE1024.exe
.........\lssvmFILE256.exe
.........\lssvmFILE64.exe
.........\lssvmMATLAB.m
.........\LS_SVM2.asv
.........\medae.m
.........\misclass.m
.........\MLP_kernel.m
.........\mse1.m
.........\phitures.dll
.........\plotlssvm.m
.........\poly_kernel.m
.........\postlssvm.m
.........\predict.m
.........\prelssvm.m
.........\RBF_kernel.m
.........\rcrossvalidate.m
.........\ridgeregress.m
.........\robustlssvm.m
.........\roc.m
.........\simclssvm.dll
.........\simclssvm1024.dll
.........\simclssvm256.dll
.........\simclssvm64.dll
.........\simFILE.exe
.........\simFILE.m
.........\simFILE1024.exe
.........\simFILE256.exe
.........\simFILE64.exe
.........\simlssvm.m
.........\sparselssvm.m
.........\trainlssvm.m
.........\trimmedmse.m
.........\tunelssvm.m
.........\validate.m
.........\windowize.m
.........\windowizeNARX.m
OSU_SVM3.00
...........\cmap.mat
...........\Contents.m
...........\demo
...........\....\c_clademo.m
...........\....\c_lindemo.m
...........\....\c_poldemo.m
...........\....\c_rbfdemo.m
...........\....\c_svcdemo.m
...........\....\DemoData_class.mat
...........\....\DemoData_test.mat
...........\....\DemoData_train.mat
...........\....\one_rbfdemo.m
Download