文件名称:stprtool.rar
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统计模式识别工具箱（Statistical Pattern Recognition Toolbox）包含：
1，Analysis of linear discriminant function
2，Feature extraction: Linear Discriminant Analysis
3，Probability distribution estimation and clustering
4，Support Vector and other Kernel Machines,
This section should give the reader a quick overview of the methods implemented in
STPRtool.
• Analysis of linear discriminant function: Perceptron algorithm and multiclass
modification. Kozinec’s algorithm. Fisher Linear Discriminant. A collection
of known algorithms solving the Generalized Anderson’s Task.
• Feature extraction: Linear Discriminant Analysis. Principal Component Analysis
(PCA). Kernel PCA. Greedy Kernel PCA. Generalized Discriminant Analysis.
• Probability distribution estimation and clustering: Gaussian Mixture
Models. Expectation-Maximization algorithm. Minimax probability estimation.
K-means clustering.
• Support Vector and other Kernel Machines: Sequential Minimal Optimizer
(SMO). Matlab Optimization toolbox based algorithms. Interface to the
SVMlight software. Decomposition approaches to train the Multi-class SVM classifiers.
Multi-class BSVM formulation trained by Kozinec’s algorithm, Mitchell-
Demyanov-Molozenov algorithm
1，Analysis of linear discriminant function
2，Feature extraction: Linear Discriminant Analysis
3，Probability distribution estimation and clustering
4，Support Vector and other Kernel Machines,
This section should give the reader a quick overview of the methods implemented in
STPRtool.
• Analysis of linear discriminant function: Perceptron algorithm and multiclass
modification. Kozinec’s algorithm. Fisher Linear Discriminant. A collection
of known algorithms solving the Generalized Anderson’s Task.
• Feature extraction: Linear Discriminant Analysis. Principal Component Analysis
(PCA). Kernel PCA. Greedy Kernel PCA. Generalized Discriminant Analysis.
• Probability distribution estimation and clustering: Gaussian Mixture
Models. Expectation-Maximization algorithm. Minimax probability estimation.
K-means clustering.
• Support Vector and other Kernel Machines: Sequential Minimal Optimizer
(SMO). Matlab Optimization toolbox based algorithms. Interface to the
SVMlight software. Decomposition approaches to train the Multi-class SVM classifiers.
Multi-class BSVM formulation trained by Kozinec’s algorithm, Mitchell-
Demyanov-Molozenov algorithm
相关搜索： kernel matlab
stprto
expectation maximization
svmlight
BSVM
kernel pca
matlab clustering
smo
linear svm
toolbox
smo matlab
kernel clustering matlab
feature
kernel
Feature Extraction
(系统自动生成,下载前可以参看下载内容)
下载文件列表
stprtool/compilemex.m
stprtool/compilemex.m~
stprtool/Contents.m
stprtool/Contents.m~
stprtool/LICENSE
stprtool/readme.txt
stprtool/stprpath.m
stprtool/stprpath.m~
stprtool/visual/clipline.m
stprtool/visual/Contents.m
stprtool/visual/ellips.m
stprtool/visual/fig2eps.m
stprtool/visual/marker_color.m
stprtool/visual/marker_type.m
stprtool/visual/pandr.m
stprtool/visual/pboundary.m
stprtool/visual/pgauss.m
stprtool/visual/pgmm.m
stprtool/visual/pkernelproj.m
stprtool/visual/plane3.m
stprtool/visual/pline.m
stprtool/visual/ppatterns.m
stprtool/visual/psvm.m
stprtool/visual/showim.m
stprtool/visual/showim.m~
stprtool/visual
stprtool/svm/bsvm2.m
stprtool/svm/bsvm2_mex.c
stprtool/svm/bsvm2_mex.dll
stprtool/svm/bsvm2_mex.mexa64
stprtool/svm/bsvm2_mex.mexglx
stprtool/svm/Contents.m
stprtool/svm/evalsvm.m
stprtool/svm/mvsvmclass.m
stprtool/svm/oaasvm.m
stprtool/svm/oaosvm.m
stprtool/svm/smo.m
stprtool/svm/smo1d_mex.c
stprtool/svm/smo1d_mex.dll
stprtool/svm/smo1d_mex.mexa64
stprtool/svm/smo1d_mex.mexglx
stprtool/svm/smo_mex.c
stprtool/svm/smo_mex.dll
stprtool/svm/smo_mex.mexa64
stprtool/svm/smo_mex.mexglx
stprtool/svm/svm1d.m
stprtool/svm/svm2.m
stprtool/svm/svm2_mex.c
stprtool/svm/svm2_mex.dll
stprtool/svm/svm2_mex.mexa64
stprtool/svm/svm2_mex.mexglx
stprtool/svm/svmclass.m
stprtool/svm/svmlight.m
stprtool/svm/svmlight.m~
stprtool/svm/svmquadprog.m
stprtool/svm/xy2svmlight.m
stprtool/svm
stprtool/quadrat/Contents.m
stprtool/quadrat/lin2quad.m
stprtool/quadrat/qmap.m
stprtool/quadrat/quadclass.m
stprtool/quadrat
stprtool/probab/Contents.m
stprtool/probab/dsamp.m
stprtool/probab/erfc2.m
stprtool/probab/gmmsamp.m
stprtool/probab/gsamp.m
stprtool/probab/kmeans.m
stprtool/probab/kmeans.m~
stprtool/probab/mahalan.m
stprtool/probab/pdfgauss.m
stprtool/probab/pdfgmm.m
stprtool/probab/sigmoid.m
stprtool/probab/estimation/Contents.m
stprtool/probab/estimation/Contents.m~
stprtool/probab/estimation/emgmm.m
stprtool/probab/estimation/emgmm.m~
stprtool/probab/estimation/melgmm.m
stprtool/probab/estimation/mlcgmm.m
stprtool/probab/estimation/mlcgmm.m~
stprtool/probab/estimation/mlsigmoid.m
stprtool/probab/estimation/mlsigmoid.m~
stprtool/probab/estimation/mmgauss.m
stprtool/probab/estimation/rsde.m
stprtool/probab/estimation/rsde.m~
stprtool/probab/estimation
stprtool/probab
stprtool/optimization/Contents.m
stprtool/optimization/Contents.m~
stprtool/optimization/gmnp.m
stprtool/optimization/gmnp.m~
stprtool/optimization/gmnplib.c
stprtool/optimization/gmnp_mex.c
stprtool/optimization/gmnp_mex.dll
stprtool/optimization/gmnp_mex.mexa64
stprtool/optimization/gmnp_mex.mexglx
stprtool/optimization/gnnls.m
stprtool/optimization/gnnls.m~
stprtool/optimization/gnnlslib.c
stprtool/optimization/gnnls_mex.c
stprtool/optimization/gnnls_mex.dll
stprtool/optimization/gnnls_mex.mexa64
stprtool/optimization/gnnls_mex.mexglx
stprtool/optimization/gnpp.m
stprtool/optimization/gnpp.m~
stprtool/optimization/gnpplib.c
stprtool/optimization/gnpp_mex.c
stprtool/optimization/gnpp_mex.c~
stprtool/optimization/gnpp_mex.dll
stprtool/optimization/gnpp_mex.mexa64
stprtool/optimization/gnpp_mex.mexglx
stprtool/optimization/gridsearch.m
stprtool/optimization
stprtool/misc/adaboost.m
stprtool/misc/adaclass.m
stprtool/misc/cerror.m
stprtool/misc/cerror.m~
stprtool/misc/Contents.m
stprtool/misc/crossval.m
stprtool/misc/knnclass.m
stprtool/misc/knnclass_mex.c
stprtool/misc/knnclass_mex.dll
stprtool/misc/knnclass_mex.mexa64
stprtool/misc/knnclass_mex.mexglx
stprtool/misc/knnrule.m
stprtool/misc/roc.m
stprtool/misc/roc.m~
stprtool/misc/weaklearner.m
stprtool/misc
stprtool/linear/Contents.m
stprtool/linear/linclass.m
stprtool/linear/linproj.m
stprtool/linear/fisher/Contents.m
stprtool/linear/fisher/Contents.m~
stprtool/linear/fisher/fld.m
stprtool/linear/fisher/fld.m~
stprtool/linear/fisher/fldqp.m
stprtool/linear/fisher
stprtool/linear/finite/Contents.m
stprtool/linear/finite/Contents.m~
stprtool/linear/finite/ekozinec.m
stprtool/linear/finite/ekozinec.m~
stprtool/linear/finite/mperceptron.m
stprtool/linear/finite/mperceptron.m~
stprtool/linear/finite/perceptron.m
stprtool/linear/finite
stprtool/linear/extraction/Contents.m
stprtool/linear/extraction/Contents.m~
stprtool/linear/extraction/lda.m
stprtool/linear/extraction/pca.m
stprtool/linear/extraction/pca.m~
stprtool/linear/extraction/pcarec.m
stprtool/linear/extraction
stprtool/linear/anderson/andrerr.m
stprtool/linear/anderson/androrig.m
stprtool/linear/anderson/androrig.m~
stprtool/linear/anderson/Contents.m
stprtool/linear/anderson/Contents.m~
stprtool/linear/anderson/eanders.m
stprtool/linear/anderson/ganders.m
stprtool/linear/anderson/ganders.m~
stprtool/linear/anderson/gat1dsearch.m
stprtool/linear/anderson/ggradandr.m
stprtool/linear/anderson
stprtool/linear
stprtool/kernels/Contents.m
stprtool/kernels/Contents.m~
stprtool/kernels/diagker.c
stprtool/kernels/diagker.dll
stprtool/kernels/diagker.m
stprtool/kernels/diagker.mexa64
stprtool/kernels/diagker.mexglx
stprtool/kernels/dualcov.m
stprtool/kernels/dualmean.m
stprtool/kernels/greedykls.m
stprtool/kernels/kdist.m
stprtool/kernels/kernel.c
stprtool/kernels/kernel.dll
stprto
stprtool/compilemex.m~
stprtool/Contents.m
stprtool/Contents.m~
stprtool/LICENSE
stprtool/readme.txt
stprtool/stprpath.m
stprtool/stprpath.m~
stprtool/visual/clipline.m
stprtool/visual/Contents.m
stprtool/visual/ellips.m
stprtool/visual/fig2eps.m
stprtool/visual/marker_color.m
stprtool/visual/marker_type.m
stprtool/visual/pandr.m
stprtool/visual/pboundary.m
stprtool/visual/pgauss.m
stprtool/visual/pgmm.m
stprtool/visual/pkernelproj.m
stprtool/visual/plane3.m
stprtool/visual/pline.m
stprtool/visual/ppatterns.m
stprtool/visual/psvm.m
stprtool/visual/showim.m
stprtool/visual/showim.m~
stprtool/visual
stprtool/svm/bsvm2.m
stprtool/svm/bsvm2_mex.c
stprtool/svm/bsvm2_mex.dll
stprtool/svm/bsvm2_mex.mexa64
stprtool/svm/bsvm2_mex.mexglx
stprtool/svm/Contents.m
stprtool/svm/evalsvm.m
stprtool/svm/mvsvmclass.m
stprtool/svm/oaasvm.m
stprtool/svm/oaosvm.m
stprtool/svm/smo.m
stprtool/svm/smo1d_mex.c
stprtool/svm/smo1d_mex.dll
stprtool/svm/smo1d_mex.mexa64
stprtool/svm/smo1d_mex.mexglx
stprtool/svm/smo_mex.c
stprtool/svm/smo_mex.dll
stprtool/svm/smo_mex.mexa64
stprtool/svm/smo_mex.mexglx
stprtool/svm/svm1d.m
stprtool/svm/svm2.m
stprtool/svm/svm2_mex.c
stprtool/svm/svm2_mex.dll
stprtool/svm/svm2_mex.mexa64
stprtool/svm/svm2_mex.mexglx
stprtool/svm/svmclass.m
stprtool/svm/svmlight.m
stprtool/svm/svmlight.m~
stprtool/svm/svmquadprog.m
stprtool/svm/xy2svmlight.m
stprtool/svm
stprtool/quadrat/Contents.m
stprtool/quadrat/lin2quad.m
stprtool/quadrat/qmap.m
stprtool/quadrat/quadclass.m
stprtool/quadrat
stprtool/probab/Contents.m
stprtool/probab/dsamp.m
stprtool/probab/erfc2.m
stprtool/probab/gmmsamp.m
stprtool/probab/gsamp.m
stprtool/probab/kmeans.m
stprtool/probab/kmeans.m~
stprtool/probab/mahalan.m
stprtool/probab/pdfgauss.m
stprtool/probab/pdfgmm.m
stprtool/probab/sigmoid.m
stprtool/probab/estimation/Contents.m
stprtool/probab/estimation/Contents.m~
stprtool/probab/estimation/emgmm.m
stprtool/probab/estimation/emgmm.m~
stprtool/probab/estimation/melgmm.m
stprtool/probab/estimation/mlcgmm.m
stprtool/probab/estimation/mlcgmm.m~
stprtool/probab/estimation/mlsigmoid.m
stprtool/probab/estimation/mlsigmoid.m~
stprtool/probab/estimation/mmgauss.m
stprtool/probab/estimation/rsde.m
stprtool/probab/estimation/rsde.m~
stprtool/probab/estimation
stprtool/probab
stprtool/optimization/Contents.m
stprtool/optimization/Contents.m~
stprtool/optimization/gmnp.m
stprtool/optimization/gmnp.m~
stprtool/optimization/gmnplib.c
stprtool/optimization/gmnp_mex.c
stprtool/optimization/gmnp_mex.dll
stprtool/optimization/gmnp_mex.mexa64
stprtool/optimization/gmnp_mex.mexglx
stprtool/optimization/gnnls.m
stprtool/optimization/gnnls.m~
stprtool/optimization/gnnlslib.c
stprtool/optimization/gnnls_mex.c
stprtool/optimization/gnnls_mex.dll
stprtool/optimization/gnnls_mex.mexa64
stprtool/optimization/gnnls_mex.mexglx
stprtool/optimization/gnpp.m
stprtool/optimization/gnpp.m~
stprtool/optimization/gnpplib.c
stprtool/optimization/gnpp_mex.c
stprtool/optimization/gnpp_mex.c~
stprtool/optimization/gnpp_mex.dll
stprtool/optimization/gnpp_mex.mexa64
stprtool/optimization/gnpp_mex.mexglx
stprtool/optimization/gridsearch.m
stprtool/optimization
stprtool/misc/adaboost.m
stprtool/misc/adaclass.m
stprtool/misc/cerror.m
stprtool/misc/cerror.m~
stprtool/misc/Contents.m
stprtool/misc/crossval.m
stprtool/misc/knnclass.m
stprtool/misc/knnclass_mex.c
stprtool/misc/knnclass_mex.dll
stprtool/misc/knnclass_mex.mexa64
stprtool/misc/knnclass_mex.mexglx
stprtool/misc/knnrule.m
stprtool/misc/roc.m
stprtool/misc/roc.m~
stprtool/misc/weaklearner.m
stprtool/misc
stprtool/linear/Contents.m
stprtool/linear/linclass.m
stprtool/linear/linproj.m
stprtool/linear/fisher/Contents.m
stprtool/linear/fisher/Contents.m~
stprtool/linear/fisher/fld.m
stprtool/linear/fisher/fld.m~
stprtool/linear/fisher/fldqp.m
stprtool/linear/fisher
stprtool/linear/finite/Contents.m
stprtool/linear/finite/Contents.m~
stprtool/linear/finite/ekozinec.m
stprtool/linear/finite/ekozinec.m~
stprtool/linear/finite/mperceptron.m
stprtool/linear/finite/mperceptron.m~
stprtool/linear/finite/perceptron.m
stprtool/linear/finite
stprtool/linear/extraction/Contents.m
stprtool/linear/extraction/Contents.m~
stprtool/linear/extraction/lda.m
stprtool/linear/extraction/pca.m
stprtool/linear/extraction/pca.m~
stprtool/linear/extraction/pcarec.m
stprtool/linear/extraction
stprtool/linear/anderson/andrerr.m
stprtool/linear/anderson/androrig.m
stprtool/linear/anderson/androrig.m~
stprtool/linear/anderson/Contents.m
stprtool/linear/anderson/Contents.m~
stprtool/linear/anderson/eanders.m
stprtool/linear/anderson/ganders.m
stprtool/linear/anderson/ganders.m~
stprtool/linear/anderson/gat1dsearch.m
stprtool/linear/anderson/ggradandr.m
stprtool/linear/anderson
stprtool/linear
stprtool/kernels/Contents.m
stprtool/kernels/Contents.m~
stprtool/kernels/diagker.c
stprtool/kernels/diagker.dll
stprtool/kernels/diagker.m
stprtool/kernels/diagker.mexa64
stprtool/kernels/diagker.mexglx
stprtool/kernels/dualcov.m
stprtool/kernels/dualmean.m
stprtool/kernels/greedykls.m
stprtool/kernels/kdist.m
stprtool/kernels/kernel.c
stprtool/kernels/kernel.dll
stprto
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