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.

Version: 0.3.0
Imports: randomForest, AUC, genalg, kernlab, stats
Published: 2015-09-29
DOI: 10.32614/CRAN.package.kernelFactory
Author: Michel Ballings, Dirk Van den Poel
Maintainer: Michel Ballings <Michel.Ballings at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Citation: kernelFactory citation info
Materials: NEWS
CRAN checks: kernelFactory results


Reference manual: kernelFactory.pdf


Package source: kernelFactory_0.3.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): kernelFactory_0.3.0.tgz, r-oldrel (arm64): kernelFactory_0.3.0.tgz, r-release (x86_64): kernelFactory_0.3.0.tgz, r-oldrel (x86_64): kernelFactory_0.3.0.tgz
Old sources: kernelFactory archive


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