kernelFactory: Kernel Factory: An Ensemble of Kernel Machines

Binary classification based on an ensemble of kernel machines ("Ballings, M. and Van den Poel, D. (2013), Kernel Factory: An Ensemble of Kernel Machines. Expert Systems With Applications, 40(8), 2904-2913"). Kernel factory is an ensemble method where each base classifier (random forest) is fit on the kernel matrix of a subset of the training data.

AuthorMichel Ballings, Dirk Van den Poel
Date of publication2015-09-29 17:33:15
MaintainerMichel Ballings <Michel.Ballings@GMail.com>
LicenseGPL (>= 2)
Version0.3.0

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Files in this package

kernelFactory
kernelFactory/inst
kernelFactory/inst/CITATION
kernelFactory/inst/NEWS
kernelFactory/NAMESPACE
kernelFactory/data
kernelFactory/data/Credit.rda
kernelFactory/R
kernelFactory/R/predict.kernelFactory.R kernelFactory/R/kFNews.R kernelFactory/R/kernelFactory.R kernelFactory/R/zzz.R
kernelFactory/MD5
kernelFactory/DESCRIPTION
kernelFactory/man
kernelFactory/man/kernelFactory.Rd kernelFactory/man/predict.kernelFactory.Rd kernelFactory/man/Credit.Rd kernelFactory/man/kFNews.Rd

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