CRAN/E | kernelFactory

kernelFactory

Kernel Factory

Installation

About

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.

Citation kernelFactory citation info

Key Metrics

Version 0.3.0
Published 2015-09-29 3132 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks kernelFactory results

Downloads

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Maintainer

Maintainer

Michel Ballings

Michel.Ballings@GMail.com

Authors

Michel Ballings
Dirk Van den Poel

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

kernelFactory archive

Imports

randomForest
AUC
genalg
kernlab
stats

Reverse Imports

hybridEnsemble