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.

Author
Michel Ballings, Dirk Van den Poel
Date of publication
2015-09-29 17:33:15
Maintainer
Michel Ballings <Michel.Ballings@GMail.com>
License
GPL (>= 2)
Version
0.3.0

View on CRAN

Man pages

Credit
Credit approval (Frank and Asuncion, 2010)
kernelFactory
Binary classification with Kernel Factory
kFNews
Display the NEWS file
predict.kernelFactory
Predict method for kernelFactory objects

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