Other packages > Find by keyword >

kernelFactory  

Kernel Factory: An Ensemble of Kernel Machines
View on CRAN: Click here


Download and install kernelFactory package within the R console
Install from CRAN:
install.packages("kernelFactory")

Install from Github:
library("remotes")
install_github("cran/kernelFactory")

Install by package version:
library("remotes")
install_version("kernelFactory", "0.3.0")



Attach the package and use:
library("kernelFactory")
Maintained by
Michel Ballings
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-12-22
Latest Update: 2015-09-29
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.
How to cite:
Michel Ballings (2012). kernelFactory: Kernel Factory: An Ensemble of Kernel Machines. R package version 0.3.0, https://cran.r-project.org/web/packages/kernelFactory. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1.0 (2012-12-22 13:56), 0.1.1 (2013-02-01 16:05), 0.1.2 (2013-05-27 07:34), 0.2.0 (2014-03-23 18:36), 0.2.1 (2015-05-22 22:39), 0.2.2 (2015-05-26 08:16)
Other packages that cited kernelFactory R package
View kernelFactory citation profile
Other R packages that kernelFactory depends, imports, suggests or enhances
Complete documentation for kernelFactory
Functions, R codes and Examples using the kernelFactory R package
Some associated functions: Credit . kFNews . kernelFactory . predict.kernelFactory . 
Some associated R codes: kFNews.R . kernelFactory.R . predict.kernelFactory.R . zzz.R .  Full kernelFactory package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA