wrathematics/kernelFactory: Kernel Factory: An Ensemble of Kernel Machines
Version 0.3.0

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.

Getting started

Package details

AuthorMichel Ballings, Dirk Van den Poel
MaintainerMichel Ballings <[email protected]>
LicenseGPL (>= 2)
Version0.3.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("wrathematics/kernelFactory")
wrathematics/kernelFactory documentation built on May 28, 2017, 5:18 a.m.