Kernel Methods Lab


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A B C D E F G H I K L M N O P R S T V W X Y

-- A --

alpha Class "ksvm"
alpha,gausspr-method Class "gausspr"
alpha,kfa-method Class "kfa"
alpha,ksvm-method Class "ksvm"
alpha,onlearn-method Class "onlearn"
alpha,rvm-method Class "rvm"
alphaindex Class "ksvm"
alphaindex,gausspr-method Class "gausspr"
alphaindex,kfa-method Class "kfa"
alphaindex,ksvm-method Class "ksvm"
anovadot Kernel Functions
anovakernel-class Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"

-- B --

b Class "ksvm"
b,ksvm-method Class "ksvm"
b,onlearn-method Class "onlearn"
besseldot Kernel Functions
besselkernel-class Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
buffer Class "onlearn"
buffer,onlearn-method Class "onlearn"

-- C --

centers Class "specc"
centers,specc-method Class "specc"
chol.reduce Incomplete Cholesky decomposition
coeff Class "ksvm"
coeff,ksvm-method Support Vector Machines
convergence Class "ranking"
convergence,ranking-method Class "ranking"
couple Probabilities Coupling function
cross Class "ksvm"
cross,gausspr-method Class "gausspr"
cross,ksvm-method Class "ksvm"
cross,rvm-method Class "rvm"

-- D --

diag.residues Class "inc.chol"
diag.residues,inc.chol-method Class "inc.chol"
dots Kernel Functions
dual Class "ipop"
dual,ipop-method Class "ipop"

-- E --

edgegraph Class "ranking"
edgegraph,ranking-method Class "ranking"
eig Class "kpca"
eig,kpca-method Class "kpca"
error Class "ksvm"
error,gausspr-method Class "gausspr"
error,ksvm-method Class "ksvm"
error,rvm-method Class "rvm"

-- F --

fit Class "ksvm"
fit,gausspr-method Class "gausspr"
fit,ksvm-method Class "ksvm"
fit,onlearn-method Class "onlearn"
fit,rvm-method Class "rvm"

-- G --

gausspr Gaussian processes for regression and classification
gausspr,formula-method Gaussian processes for regression and classification
gausspr,matrix-method Gaussian processes for regression and classification
gausspr,vector-method Gaussian processes for regression and classification
gausspr-class Class "gausspr"

-- H --

how Class "ipop"
how,ipop-method Class "ipop"

-- I --

inc.chol-class Class "inc.chol"
income Income Data
inlearn Onlearn object initialization
inlearn,numeric-method Onlearn object initialization
ipop Quadratic Programming Solver
ipop,ANY,matrix-method Quadratic Programming Solver
ipop-class Class "ipop"

-- K --

kcall Class "ksvm"
kcall,gausspr-method Class "gausspr"
kcall,kfa-method Class "kfa"
kcall,kpca-method Class "kpca"
kcall,ksvm-method Class "ksvm"
kcall,rvm-method Class "rvm"
kcca Kernel Canonical Correlation Analysis
kcca,matrix-method Kernel Canonical Correlation Analysis
kcca-class Class "kcca"
kcor Class "kcca"
kcor,kcca-method Class "kcca"
kernel-class Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
kernelf Class "ksvm"
kernelf,gausspr-method Class "gausspr"
kernelf,kfa-method Class "kfa"
kernelf,kpca-method Class "kpca"
kernelf,ksvm-method Class "ksvm"
kernelf,onlearn-method Class "onlearn"
kernelf,rvm-method Class "rvm"
kernelf,specc-method Class "specc"
kernelFast Kernel Matrix functions
kernelFast,anovakernel,matrix-method Kernel Matrix functions
kernelFast,besselkernel,matrix-method Kernel Matrix functions
kernelFast,kernel-method Kernel Matrix functions
kernelFast,laplacekernel,matrix-method Kernel Matrix functions
kernelFast,polykernel,matrix-method Kernel Matrix functions
kernelFast,rbfkernel,matrix-method Kernel Matrix functions
kernelFast,tanhkernel,matrix-method Kernel Matrix functions
kernelFast,vanillakernel,matrix-method Kernel Matrix functions
kernelMatrix Kernel Matrix functions
kernelMatrix,anovakernel,matrix-method Kernel Matrix functions
kernelMatrix,besselkernel,matrix-method Kernel Matrix functions
kernelMatrix,kernel-method Kernel Matrix functions
kernelMatrix,laplacekernel,matrix-method Kernel Matrix functions
kernelMatrix,polykernel,matrix-method Kernel Matrix functions
kernelMatrix,rbfkernel,matrix-method Kernel Matrix functions
kernelMatrix,tanhkernel,matrix-method Kernel Matrix functions
kernelMatrix,vanillakernel,matrix-method Kernel Matrix functions
kernelMult Kernel Matrix functions
kernelMult,anovakernel,matrix-method Kernel Matrix functions
kernelMult,besselkernel,matrix-method Kernel Matrix functions
kernelMult,kernel-method Kernel Matrix functions
kernelMult,laplacekernel,matrix-method Kernel Matrix functions
kernelMult,polykernel,matrix-method Kernel Matrix functions
kernelMult,rbfkernel,matrix-method Kernel Matrix functions
kernelMult,tanhkernel,matrix-method Kernel Matrix functions
kernelMult,vanillakernel,matrix-method Kernel Matrix functions
kernelPol Kernel Matrix functions
kernelPol,anovakernel,matrix-method Kernel Matrix functions
kernelPol,besselkernel,matrix-method Kernel Matrix functions
kernelPol,kernel-method Kernel Matrix functions
kernelPol,laplacekernel,matrix-method Kernel Matrix functions
kernelPol,polykernel,matrix-method Kernel Matrix functions
kernelPol,rbfkernel,matrix-method Kernel Matrix functions
kernelPol,tanhkernel,matrix-method Kernel Matrix functions
kernelPol,vanillakernel,matrix-method Kernel Matrix functions
kfa Kernel Feature Analysis
kfa,formula-method Kernel Feature Analysis
kfa,matrix-method Kernel Feature Analysis
kfa-class Class "kfa"
kpar Kernel Functions
kpar,gausspr-method Class "gausspr"
kpar,kernel-method Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
kpar,ksvm-method Class "ksvm"
kpar,onlearn-method Class "onlearn"
kpar,rvm-method Class "rvm"
kpca Kernel Principal Components Analysis
kpca,formula-method Kernel Principal Components Analysis
kpca,matrix-method Kernel Principal Components Analysis
kpca-class Class "kpca"
ksvm Support Vector Machines
ksvm,formula-method Support Vector Machines
ksvm,matrix-method Support Vector Machines
ksvm,vector-method Support Vector Machines
ksvm-class Class "ksvm"

-- L --

laplacedot Kernel Functions
laplacekernel-class Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
lev Class "ksvm"
lev,gausspr-method Class "gausspr"
lev,ksvm-method Class "ksvm"
lev,rvm-method Class "rvm"

-- M --

maxresiduals Class "inc.chol"
maxresiduals,inc.chol-method Class "inc.chol"
mlike Class "rvm"
mlike,rvm-method Class "rvm"

-- N --

nvar Class "rvm"
nvar,rvm-method Class "rvm"

-- O --

onlearn Kernel Online Learning algorithms
onlearn,onlearn-method Kernel Online Learning algorithms
onlearn-class Class "onlearn"

-- P --

pcv Class "kpca"
pcv,kpca-method Class "kpca"
pivots Class "inc.chol"
pivots,inc.chol-method Class "inc.chol"
plot,ksvm,missing-method plot method for support vector object
plot,ksvm-method plot method for support vector object
plot.ksvm plot method for support vector object
polydot Kernel Functions
polykernel-class Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
predict,gausspr-method Gaussian processes for regression and classification
predict,kfa-method Class "kfa"
predict,kpca-method Kernel Principal Components Analysis
predict,ksvm-method predict method for support vector object
predict,onlearn-method Class "onlearn"
predict,rvm-method Relevance Vector Machine
predict.ksvm predict method for support vector object
primal Class "ipop"
primal,ipop-method Class "ipop"
prior Class "ksvm"
prior,ksvm-method Class "ksvm"
prob.model Class "ksvm"
prob.model,ksvm-method Class "ksvm"
promotergene E. coli promoter gene sequences (DNA)

-- R --

ranking Ranking
ranking,matrix-method Ranking
ranking-class Class "ranking"
rbfdot Kernel Functions
rbfkernel-class Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
rho Class "onlearn"
rho,onlearn-method Class "onlearn"
rotated Class "kpca"
rotated,kpca-method Class "kpca"
RVindex Class "rvm"
RVindex,rvm-method Class "rvm"
rvm Relevance Vector Machine
rvm,formula-method Relevance Vector Machine
rvm,matrix-method Relevance Vector Machine
rvm,vector-method Relevance Vector Machine
rvm-class Class "rvm"
rvm-methods Relevance Vector Machine

-- S --

scaling Class "ksvm"
scaling,ksvm-method Class "ksvm"
show Class "ksvm"
show,gausspr-method Gaussian processes for regression and classification
show,kernel-method Kernel Functions
show,kfa-method Kernel Feature Analysis
show,ksvm-method Support Vector Machines
show,onlearn-method Class "onlearn"
show,ranking-method Class "ranking"
show,rvm-method Relevance Vector Machine
show,specc-method Spectral Clustering
sigest Hyperparameter estimation for the Gaussian Radial Basis kernel
sigest,formula-method Hyperparameter estimation for the Gaussian Radial Basis kernel
sigest,matrix-method Hyperparameter estimation for the Gaussian Radial Basis kernel
size Class "specc"
size,specc-method Class "specc"
spam Spam E-mail Database
specc Spectral Clustering
specc,formula-method Spectral Clustering
specc,matrix-method Spectral Clustering
specc-class Class "specc"
spirals Spirals Dataset
SVindex Class "ksvm"
SVindex,ksvm-method Class "ksvm"

-- T --

tanhdot Kernel Functions
tanhkernel-class Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
ticdata The Insurance Company Data
type Class "ksvm"
type,gausspr-method Class "gausspr"
type,ksvm-method Class "ksvm"
type,onlearn-method Class "onlearn"
type,rvm-method Class "rvm"

-- V --

vanilladot Kernel Functions
vanillakernel-class Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"

-- W --

withinss Class "specc"
withinss,specc-method Class "specc"

-- X --

xcoef Class "kcca"
xcoef,kcca-method Class "kcca"
xmatrix Class "ksvm"
xmatrix,gausspr-method Class "gausspr"
xmatrix,kfa-method Class "kfa"
xmatrix,kpca-method Class "kpca"
xmatrix,ksvm-method Class "ksvm"
xmatrix,onlearn-method Class "onlearn"
xmatrix,rvm-method Class "rvm"
xvar Class "kcca"
xvar,kcca-method Class "kcca"

-- Y --

ycoef Class "kcca"
ycoef,kcca-method Class "kcca"
ymatrix Class "ksvm"
ymatrix,gausspr-method Class "gausspr"
ymatrix,ksvm-method Class "ksvm"
ymatrix,rvm-method Class "rvm"
yvar Class "kcca"
yvar,kcca-method Class "kcca"