This is a very good tool for support vector machine package, there is regression, classification, finding excellent features.

LS-SVMlab15aw
.............\AFE.m
.............\bay_errorbar.m
.............\bay_initlssvm.m
.............\bay_lssvm.m
.............\bay_lssvmARD.m
.............\bay_modoutClass.m
.............\bay_optimize.m
.............\bay_rr.m
.............\changelssvm.m
.............\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
.............\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
.............\lssvm.dll
.............\lssvm1024.dll
.............\lssvm256.dll
.............\lssvm64.dll
.............\lssvmFILE.exe
.............\lssvmFILE.m
.............\lssvmFILE1024.exe
.............\lssvmFILE256.exe
.............\lssvmFILE64.exe
.............\lssvmMATLAB.m
.............\medae.m
.............\misclass.m
.............\MLP_kernel.m
.............\mse.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
.............\yj_test1_classing.asv
.............\yj_test1_classing.m
.............\yj_test2_classing.m
.............\yj_test2_regressive.m
.............\yj_test3_Simple_regression.m
.............\yj_test4_classing.m
.............\yj_test5_approximation.m

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