文件名称:lssvm工具箱
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LSSVM分类,LSSVM和SVM的区别就在于,LSSVM把原方法的不等式约束变为等式约束,从而大大方便了Lagrange乘子alpha的求解,原问题是QP问题,而在LSSVM中则是一个解线性方程组的问题。
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压缩包 : LSSVMlabv1_8_R2009b_R2011a.zip 列表 LSSVMlabv1_8_R2009b_R2011a/ LSSVMlabv1_8_R2009b_R2011a/AFEm.m LSSVMlabv1_8_R2009b_R2011a/bay_errorbar.m LSSVMlabv1_8_R2009b_R2011a/bay_initlssvm.m LSSVMlabv1_8_R2009b_R2011a/bay_lssvm.m LSSVMlabv1_8_R2009b_R2011a/bay_lssvmARD.m LSSVMlabv1_8_R2009b_R2011a/bay_modoutClass.m LSSVMlabv1_8_R2009b_R2011a/bay_optimize.m LSSVMlabv1_8_R2009b_R2011a/bay_rr.m LSSVMlabv1_8_R2009b_R2011a/bitreverse32.m LSSVMlabv1_8_R2009b_R2011a/changelssvm.m LSSVMlabv1_8_R2009b_R2011a/cilssvm.m LSSVMlabv1_8_R2009b_R2011a/code.m LSSVMlabv1_8_R2009b_R2011a/codedist_bay.m LSSVMlabv1_8_R2009b_R2011a/codedist_hamming.m LSSVMlabv1_8_R2009b_R2011a/codedist_loss.m LSSVMlabv1_8_R2009b_R2011a/codelssvm.m LSSVMlabv1_8_R2009b_R2011a/code_ECOC.m LSSVMlabv1_8_R2009b_R2011a/code_MOC.m LSSVMlabv1_8_R2009b_R2011a/code_OneVsAll.m LSSVMlabv1_8_R2009b_R2011a/code_OneVsOne.m LSSVMlabv1_8_R2009b_R2011a/crossvalidate.m LSSVMlabv1_8_R2009b_R2011a/crossvalidatelssvm.m LSSVMlabv1_8_R2009b_R2011a/csa.m LSSVMlabv1_8_R2009b_R2011a/democlass.m LSSVMlabv1_8_R2009b_R2011a/democonfint.m LSSVMlabv1_8_R2009b_R2011a/demofun.m LSSVMlabv1_8_R2009b_R2011a/demomodel.m LSSVMlabv1_8_R2009b_R2011a/demomulticlass.m LSSVMlabv1_8_R2009b_R2011a/demo_fixedclass.m LSSVMlabv1_8_R2009b_R2011a/demo_fixedsize.m LSSVMlabv1_8_R2009b_R2011a/demo_yinyang.m LSSVMlabv1_8_R2009b_R2011a/denoise_kpca.m LSSVMlabv1_8_R2009b_R2011a/eign.m LSSVMlabv1_8_R2009b_R2011a/gcrossvalidate.m LSSVMlabv1_8_R2009b_R2011a/gcrossvalidatelssvm.m LSSVMlabv1_8_R2009b_R2011a/gridsearch.m LSSVMlabv1_8_R2009b_R2011a/initlssvm.m LSSVMlabv1_8_R2009b_R2011a/kentropy.m LSSVMlabv1_8_R2009b_R2011a/kernel_matrix.m LSSVMlabv1_8_R2009b_R2011a/kernel_matrix2.m LSSVMlabv1_8_R2009b_R2011a/kpca.m LSSVMlabv1_8_R2009b_R2011a/latentlssvm.m LSSVMlabv1_8_R2009b_R2011a/latticeseq_b2.m LSSVMlabv1_8_R2009b_R2011a/leaveoneout.m LSSVMlabv1_8_R2009b_R2011a/leaveoneoutlssvm.m LSSVMlabv1_8_R2009b_R2011a/linesearch.m LSSVMlabv1_8_R2009b_R2011a/linf.m LSSVMlabv1_8_R2009b_R2011a/lin_kernel.m LSSVMlabv1_8_R2009b_R2011a/lssvm.m LSSVMlabv1_8_R2009b_R2011a/lssvmMATLAB.m LSSVMlabv1_8_R2009b_R2011a/mae.m LSSVMlabv1_8_R2009b_R2011a/medae.m LSSVMlabv1_8_R2009b_R2011a/misclass.m LSSVMlabv1_8_R2009b_R2011a/MLP_kernel.m LSSVMlabv1_8_R2009b_R2011a/mse.m LSSVMlabv1_8_R2009b_R2011a/plotlssvm.m LSSVMlabv1_8_R2009b_R2011a/poly_kernel.m LSSVMlabv1_8_R2009b_R2011a/postlssvm.m LSSVMlabv1_8_R2009b_R2011a/predict.m LSSVMlabv1_8_R2009b_R2011a/predlssvm.m LSSVMlabv1_8_R2009b_R2011a/preimage_rbf.m LSSVMlabv1_8_R2009b_R2011a/prelssvm.m LSSVMlabv1_8_R2009b_R2011a/progress.m LSSVMlabv1_8_R2009b_R2011a/range.m LSSVMlabv1_8_R2009b_R2011a/RBF_kernel.m LSSVMlabv1_8_R2009b_R2011a/rcrossvalidate.m LSSVMlabv1_8_R2009b_R2011a/rcrossvalidatelssvm.m LSSVMlabv1_8_R2009b_R2011a/ridgeregress.m LSSVMlabv1_8_R2009b_R2011a/robustlssvm.m LSSVMlabv1_8_R2009b_R2011a/roc.m LSSVMlabv1_8_R2009b_R2011a/rsimplex.m LSSVMlabv1_8_R2009b_R2011a/simann.m LSSVMlabv1_8_R2009b_R2011a/simlssvm.m LSSVMlabv1_8_R2009b_R2011a/simplex.m LSSVMlabv1_8_R2009b_R2011a/smootherlssvm.m LSSVMlabv1_8_R2009b_R2011a/tbform.m LSSVMlabv1_8_R2009b_R2011a/trainlssvm.m LSSVMlabv1_8_R2009b_R2011a/trimmedmse.m LSSVMlabv1_8_R2009b_R2011a/weightingscheme.m LSSVMlabv1_8_R2009b_R2011a/windowize.m LSSVMlabv1_8_R2009b_R2011a/windowizeNARX.m LSSVMlabv1_8_R2009b_R2011a/tunelssvm.m
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