kernlab: Kernel-Based Machine Learning Lab (original ) (raw )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:
0.9-33
Depends:
R (≥ 2.10)
Imports:
methods, stats, grDevices, graphics
Published:
2024-08-13
DOI:
10.32614/CRAN.package.kernlab
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 gmail.com>
License:
GPL-2
Copyright:
see file
NeedsCompilation:
yes
Citation:
kernlab citation info
In views:
Cluster , MachineLearning , NaturalLanguageProcessing , Optimization
CRAN checks:
kernlab results
Documentation: Downloads: Reverse dependencies:
Reverse depends:
CVST , DRR , DTRlearn2 , Iscores , kappalab , kebabs , kfda , KPC , omada , PPInfer , svmpath
Reverse imports:
ABPS , ADImpute , ampir , AnimalSequences , aweSOM , BPRMeth , brainKCCA , branchpointer , calibrateBinary , classmap , clusterExperiment , CondIndTests , CondiS , DA , DMTL , DynTxRegime , Ecume , ehymet , finnts , flevr , fmf , fpc , fPortfolio , gecko , GeneGeneInteR , GeneralisedCovarianceMeasure , geomod , ggscidca , gkmSVM , GreedyExperimentalDesign , kernelFactory , kerntools , KnowSeq , kpcaIG , kpcalg , KRMM , ks , lsirm12pl , MachineShop , microsynth , mikropml , mildsvm , mixtools , nlcv , oddstream , OmicSense , PCDimension , personalized , pheble , PIUMA , PLORN , plsRcox , PredCRG , pRoloc , promor , qrjoint , QuESTr , randomMachines , REMP , RISCA , Rmagpie , rminer , robCompositions , ROI.plugin.ipop , rres , RSSL , scAnnotatR , scPCA , scRecover , ssMutPA , STGS , survivalsvm , SVMMaj , Synth , tboot , TDApplied , tidysynth , tsensembler , TSGS , tsiR , visaOTR , wearables
Reverse suggests:
aum , BiodiversityR , breakDown , bundle , butcher , caret , colorspace , CompareCausalNetworks , condvis2 , dials , diceR , dimRed , dismo , evclust , evtree , FCPS , flowml , fscaret , gamclass , GAparsimony , healthyR.ts , HPiP , iForecast , isotree , loon , microbiomeMarker , mistral , mistyR , MLInterfaces , mlr , mlr3cluster , mlr3pipelines , mlrMBO , MLSeq , modeltime , MSCMT , parsnip , pdp , pmml , rattle , recipes , RStoolbox , sand , Semblance , shipunov , soilassessment , spectralGraphTopology , ssc , SSLR , stacks , SuperLearner , superMICE , supervisedPRIM , swag , tidyAML , tidysdm , tune , vcd , WeightSVM
Reverse enhances:
clue , prediction
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