Skip to content

kernlab

Kernel-Based Machine Learning Lab

v0.9-33 · Aug 13, 2024 · GPL-2
CRAN GitHub Mirror

Description

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.

Downloads

77.8K

Last 30 days

408th

229.3K

Last 90 days

936.2K

Last year

Trend: +6.9% (30d vs prior 30d)

CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (135)

depends

CVST DRR DTRlearn2 Iscores KPC kappalab kfda svmpath

imports

ABPS AnimalSequences CFM CondIndTests CondiS DA DynTxRegime Ecume GreedyExperimentalDesign KRMM MachineShop OmicSense PCDimension PLORN QuESTr RISCA ROI.plugin.ipop RSSL S4DM SVMMaj Synth TDApplied TSGS ampir aweSOM bigPLScox bootcluster brainKCCA calibrateBinary classmap clusterWebApp ehymet fPortfolio finnts flevr fpc gecko geomod ggscidca gkmSVM kernelFactory kerntools kpcaIG ks lsirm12pl microsynth mikropml mildsvm mixtools nlcv oddstream personalized plsRcox promor qrjoint randomMachines rminer robCompositions roclab rres ssMutPA survivalsvm tboot tidysynth tsensembler tsiR wearables

suggests

BiodiversityR CompareCausalNetworks DataSimilarity E2E EpidigiR FBMS FCPS GAparsimony LLMAgentR MLwrap MSCMT OpEnCAST RStoolbox Semblance SpoMAG SuperLearner WeightSVM aum breakDown bundle butcher caret colorspace condvis2 dials diceR dimRed dismo ensModelVis evtree fastml gamclass healthyR.ts iForecast isotree loon mistral mlr mlr3cluster mlr3pipelines mlrMBO mlspatial modeltime multiDEGGs parsnip pdp pmml rattle recipes sand spect ssc stacks supervisedPRIM swag tidyAML tidysdm tune vcd writeAlizer

Dependency Network

Dependencies Reverse dependencies CVST DRR DTRlearn2 Iscores KPC kappalab kfda svmpath ABPS AnimalSequences CFM CondIndTests CondiS DA DynTxRegime +120 more reverse deps kernlab

Version History

new 0.9-33 Mar 10, 2026
updated 0.9-33 ← 0.9-32 diff Aug 12, 2024
updated 0.9-32 ← 0.9-31 diff Jan 30, 2023
updated 0.9-31 ← 0.9-30 diff Jun 8, 2022
updated 0.9-30 ← 0.9-29 diff Apr 1, 2022
updated 0.9-29 ← 0.9-28 diff Nov 11, 2019
updated 0.9-28 ← 0.9-27 diff Nov 8, 2019
updated 0.9-27 ← 0.9-26 diff Aug 9, 2018
updated 0.9-26 ← 0.9-25 diff Apr 29, 2018
updated 0.9-25 ← 0.9-24 diff Oct 2, 2016
updated 0.9-24 ← 0.9-23 diff Mar 28, 2016
updated 0.9-23 ← 0.9-22 diff Jan 25, 2016
updated 0.9-22 ← 0.9-20 diff Aug 4, 2015
updated 0.9-20 ← 0.9-19 diff Jan 9, 2015
updated 0.9-19 ← 0.9-18 diff Nov 2, 2013
updated 0.9-18 ← 0.9-17 diff Oct 29, 2013
updated 0.9-17 ← 0.9-16 diff Mar 18, 2013
updated 0.9-16 ← 0.9-15 diff Feb 9, 2013
updated 0.9-15 ← 0.9-14 diff Nov 27, 2012
updated 0.9-14 ← 0.9-13 diff Nov 1, 2011