Other packages > Find by keyword >

GAMens  

Applies GAMbag, GAMrsm and GAMens Ensemble Classifiers for Binary Classification
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("GAMens", "1.2.1")



Attach the package and use:
library("GAMens")
Maintained by
Koen W. De Bock
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2010-01-11
Latest Update: 2018-04-05
Description:
Implements the GAMbag, GAMrsm and GAMens ensemble classifiers for binary classification (De Bock et al., 2010) . The ensembles implement Bagging (Breiman, 1996) , the Random Subspace Method (Ho, 1998) , or both, and use Hastie and Tibshirani's (1990, ISBN:978-0412343902) generalized additive models (GAMs) as base classifiers. Once an ensemble classifier has been trained, it can be used for predictions on new data. A function for cross validation is also included.
How to cite:
Koen W. De Bock (2010). GAMens: Applies GAMbag, GAMrsm and GAMens Ensemble Classifiers for Binary Classification. R package version 1.2.1, https://cran.r-project.org/web/packages/GAMens. Accessed 07 Mar. 2026.
Previous versions and publish date:
1.0 (2010-01-11 12:11), 1.1.1 (2010-02-25 12:29), 1.1.2 (2012-03-15 18:00), 1.1.3 (2012-03-28 23:23), 1.1 (2010-02-03 11:09), 1.2 (2016-03-02 01:56)
Other packages that cited GAMens R package
View GAMens citation profile
Other R packages that GAMens depends, imports, suggests or enhances
Complete documentation for GAMens
Functions, R codes and Examples using the GAMens R package
Some associated functions: GAMens.cv . GAMens . predict.GAMens . 
Some associated R codes: GAMens.R . GAMens.cv.R . predict.GAMens.R .  Full GAMens package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
portalr  
Create Useful Summaries of the Portal Data
Download and generate summaries for the rodent, plant, ant, and weather data from the Portal Projec ...
Download / Learn more Package Citations See dependency  
testDriveR  
Teaching Data for Statistics and Data Science
Provides data sets for teaching statistics and data science courses. It includes a sample of data f ...
Download / Learn more Package Citations See dependency  
lmSubsets  
Exact Variable-Subset Selection in Linear Regression
Exact and approximation algorithms for variable-subset selection in ordinary linear regression mode ...
Download / Learn more Package Citations See dependency  
SAMtool  
Stock Assessment Methods Toolkit
Simulation tools for closed-loop simulation are provided for the 'MSEtool' operating model to inform ...
Download / Learn more Package Citations See dependency  
ReviewR  
A Light-Weight, Portable Tool for Reviewing Individual Patient Records
A portable Shiny tool to explore patient-level electronic health record data and perform chart revi ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

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