kernlab v0.9-27


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Functions in kernlab

Name Description
as.kernelMatrix Assing kernelMatrix class to matrix objects
kcca Kernel Canonical Correlation Analysis
kernel-class Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
kmmd-class Class "kqr"
kmmd Kernel Maximum Mean Discrepancy.
predict.kqr Predict method for kernel Quantile Regression object
predict.ksvm predict method for support vector object
promotergene E. coli promoter gene sequences (DNA)
ranking-class Class "ranking"
kernelMatrix Kernel Matrix functions
kfa-class Class "kfa"
kha Kernel Principal Components Analysis
kkmeans Kernel k-means
lssvm-class Class "lssvm"
inchol Incomplete Cholesky decomposition
lssvm Least Squares Support Vector Machine
income Income Data
sigest Hyperparameter estimation for the Gaussian Radial Basis kernel
spam Spam E-mail Database
spirals Spirals Dataset
kfa Kernel Feature Analysis
kha-class Class "kha"
kpca-class Class "kpca"
csi-class Class "csi"
kpca Kernel Principal Components Analysis
csi Cholesky decomposition with Side Information
kqr-class Class "kqr"
kqr Kernel Quantile Regression.
musk Musk data set
onlearn-class Class "onlearn"
ranking Ranking
stringdot String Kernel Functions
reuters Reuters Text Data
rvm-class Class "rvm"
rvm Relevance Vector Machine
ticdata The Insurance Company Data
vm-class Class "vm"
gausspr Gaussian processes for regression and classification
dots Kernel Functions
inchol-class Class "inchol"
gausspr-class Class "gausspr"
inlearn Onlearn object initialization
ipop-class Class "ipop"
ipop Quadratic Programming Solver
prc-class Class "prc"
kcca-class Class "kcca"
ksvm-class Class "ksvm"
ksvm Support Vector Machines
predict.gausspr predict method for Gaussian Processes object
onlearn Kernel Online Learning algorithms
plot plot method for support vector object
specc-class Class "specc"
specc Spectral Clustering
couple Probabilities Coupling function
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