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EPX  

Ensemble of Phalanxes
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EPX", "1.0.4")



Attach the package and use:
library("EPX")
Maintained by
Jabed Tomal
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-07-03
Latest Update: 2021-07-06
Description:
An ensemble method for the statistical detection of a rare class in two-class classification problems. The method uses an ensemble of classifiers where the constituent models of the ensemble use disjoint subsets (phalanxes) of explanatory variables. We provide an implementation of the phalanx-formation algorithm. Please see Tomal et al. (2015) , Tomal et al. (2016) , and Tomal et al. (2019) for more details.
How to cite:
Jabed Tomal (2020). EPX: Ensemble of Phalanxes. R package version 1.0.4, https://cran.r-project.org/web/packages/EPX. Accessed 03 Feb. 2025.
Previous versions and publish date:
1.0.0 (2020-07-03 12:40), 1.0.1 (2020-07-10 17:20), 1.0.2 (2020-07-14 15:10), 1.0.3 (2020-09-20 21:50)
Other packages that cited EPX R package
View EPX citation profile
Other R packages that EPX depends, imports, suggests or enhances
Complete documentation for EPX
Functions, R codes and Examples using the EPX R package
Some associated functions: AHR . BNhold . BNsample . IE . RKL . TOP1 . cv.epx . epx . harvest . hit.curve . plot.epx . predict.epx . summary.epx . 
Some associated R codes: BC_AHR.R . BC_IE.R . BC_RKL.R . BC_TOP1.R . BNhold.R . BNsample.R . cvEPX.R . epx.R . epx_algorithm.R . epx_helpers.R . getBaseClassifier.R . getPerformanceMeasure.R . harvest.R . hitcurve.R . plotEPX.R . predictEPX.R . summaryEPX.R .  Full EPX package functions and examples
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