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kernlab (version 0.8-2)

Kernel Methods Lab

Description

Kernel-based machine learning methods including support vector machines.

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Version

Install

install.packages('kernlab')

Monthly Downloads

61,887

Version

0.8-2

License

GPL version 2 or newer

Maintainer

Alexandros Karatzoglou

Last Published

August 10th, 2018

Functions in kernlab (0.8-2)

inlearn

Onlearn object initialization
kpca-class

Class "kpca"
csi-class

Class "csi"
dots

Kernel Functions
kkmeans

Kernel k-means
inchol

Incomplete Cholesky decomposition
kcca

Kernel Canonical Correlation Analysis
as.kernelMatrix

Assing kernelMatrix class to matrix objects
gausspr-class

Class "gausspr"
kpca

Kernel Principal Components Analysis
ksvm-class

Class "ksvm"
kfa

Kernel Feature Analysis
lssvm-class

Class "lssvm"
csi

Cholesky decomposition with Side Information
kfa-class

Class "kfa"
kernelMatrix

Kernel Matrix functions
rvm-class

Class "rvm"
gausspr

Gaussian processes for regression and classification
promotergene

E. coli promoter gene sequences (DNA)
onlearn

Kernel Online Learning algorithms
spam

Spam E-mail Database
ipop-class

Class "ipop"
specc-class

Class "specc"
musk

Musk data set
predict.ksvm

predict method for support vector object
predict.gausspr

predict method for Gaussian Processes object
ranking

Ranking
spirals

Spirals Dataset
lssvm

Least Squares Support Vector Machine
ranking-class

Class "ranking"
prc-class

Class "prc"
vm-class

Class "vm"
specc

Spectral Clustering
onlearn-class

Class "onlearn"
income

Income Data
plot

plot method for support vector object
rvm

Relevance Vector Machine
ipop

Quadratic Programming Solver
couple

Probabilities Coupling function
ksvm

Support Vector Machines
ticdata

The Insurance Company Data
kcca-class

Class "kcca"
kha-class

Class "kha"
inchol-class

Class "inchol"
sigest

Hyperparameter estimation for the Gaussian Radial Basis kernel
kernel-class

Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
kha

Kernel Principal Components Analysis