kernlab: Kernel-Based Machine Learning Lab

Kernel-based machine learning methods for classification, regression, clustering, novelty detection, quantile regression and dimensionality reduction. Among other methods 'kernlab' includes Support Vector Machines, Spectral Clustering, Kernel PCA, Gaussian Processes and a QP solver.

Version: 0.9-29
Depends: R (≥ 2.10)
Imports: methods, stats, grDevices, graphics
Published: 2019-11-12
Author: Alexandros Karatzoglou [aut, cre], Alex Smola [aut], Kurt Hornik [aut], National ICT Australia (NICTA) [cph], Michael A. Maniscalco [ctb, cph], Choon Hui Teo [ctb]
Maintainer: Alexandros Karatzoglou <alexandros.karatzoglou at>
License: GPL-2
Copyright: see file COPYRIGHTS
NeedsCompilation: yes
SystemRequirements: C++11
Citation: kernlab citation info
In views: Cluster, MachineLearning, Multivariate, NaturalLanguageProcessing, Optimization
CRAN checks: kernlab results


Reference manual: kernlab.pdf
Vignettes: kernlab - An S4 Package for Kernel Methods in R
Package source: kernlab_0.9-29.tar.gz
Windows binaries: r-devel:, r-devel-gcc8:, r-release:, r-oldrel:
OS X binaries: r-release: kernlab_0.9-29.tgz, r-oldrel: kernlab_0.9-29.tgz
Old sources: kernlab archive

Reverse dependencies:

Reverse depends: CVST, DRR, DTRlearn2, kappalab, kfda, probsvm, RaPKod, svmadmm
Reverse imports: ABPS, ampir, BKPC, brainKCCA, calibrateBinary, CondIndTests, DeLorean, diceR, DynTxRegime, fpc, fPortfolio, funcy, GeneralisedCovarianceMeasure, gkmSVM, ITRLearn, kernelFactory, kernelPSI, kpcalg, KRMM, ks, MachineShop, microsynth, mixtools, MTGS, nlcv, oddstream, PCDimension, personalized, plsRcox, qrjoint, qrsvm, RiemBaseExt, rminer, RMKL, robCompositions, rres, RSSL, soilassessment, STGS, survivalsvm, SVMMaj, SwarmSVM, Synth, tsiR, VRPM
Reverse suggests: BiodiversityR, breakDown, butcher, caret, caretEnsemble, colorspace, CompareCausalNetworks, condvis2, dials, dimRed, dismo, evtree, FactorsR, FCPS, fscaret, GAparsimony, kernelTDA, loon, mistral, mlr, mlr3pipelines, mlrMBO, MSCMT, parsnip, pdp, pmml, preprocomb, rattle, recipes, RStoolbox, sand, Semblance, shipunov, spectralGraphTopology, ssc, SuperLearner, supervisedPRIM, tune, vcd
Reverse enhances: clue, prediction


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