Learn R Programming

kernelFactory (version 0.3.0)

Kernel Factory: An Ensemble of Kernel Machines

Description

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.

Copy Link

Version

Install

install.packages('kernelFactory')

Monthly Downloads

202

Version

0.3.0

License

GPL (>= 2)

Maintainer

Last Published

September 29th, 2015

Functions in kernelFactory (0.3.0)

kernelFactory

Binary classification with Kernel Factory
Credit

Credit approval (Frank and Asuncion, 2010)
predict.kernelFactory

Predict method for kernelFactory objects
kFNews

Display the NEWS file