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kernlab (version 0.3-1)
Kernel Methods Lab
Description
Kernel-based machine learning methods including support vector machines.
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Install
install.packages('kernlab')
Monthly Downloads
83,311
Version
0.3-1
License
GPL version 2 or newer
Maintainer
Alexandros Karatzoglou
Last Published
August 10th, 2018
Functions in kernlab (0.3-1)
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kpca
Kernel Principal Components Analysis
rvm
Relevance Vector Machine
inc.chol-class
Class "inc.chol"
onlearn-class
Class "onlearn"
kcca
Kernel Canonical Correlation Analysis
onlearn
Kernel Online Learning algorithms
ipop
Quadratic Programming Solver
kpca-class
Class "kpca"
sigest
Hyperparameter estimation for the Gaussian Radial Basis kernel
specc
Spectral Clustering
dots
Kernel Functions
ipop-class
Class "ipop"
kernelMatrix
Kernel Matrix functions
gausspr-class
Class "gausspr"
ranking
Ranking
promotergene
E. coli promoter gene sequences (DNA)
rvm-class
Class "rvm"
chol.reduce
Incomplete Cholesky decomposition
ranking-class
Class "ranking"
inlearn
Onlearn object initialization
income
Income Data
kfa-class
Class "kfa"
kernel-class
Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"
plot
plot method for support vector object
kfa
Kernel Feature Analysis
spirals
Spirals Dataset
couple
Probabilities Coupling function
ksvm
Support Vector Machines
ticdata
The Insurance Company Data
gausspr
Gaussian processes for regression and classification
ksvm-class
Class "ksvm"
spam
Spam E-mail Database
predict.ksvm
predict method for support vector object
kcca-class
Class "kcca"
specc-class
Class "specc"