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imbalanceDatRel  

Relocated Data Oversampling for Imbalanced Data Classification
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("imbalanceDatRel", "0.1.5")



Attach the package and use:
library("imbalanceDatRel")
Maintained by
Fatih Saglam
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-04-28
Latest Update: 2023-04-28
Description:
Relocates oversampled data from a specific oversampling method to cover area determined by pure and proper class cover catch digraphs (PCCCD). It prevents any data to be generated in class overlapping area.
How to cite:
Fatih Saglam (2023). imbalanceDatRel: Relocated Data Oversampling for Imbalanced Data Classification. R package version 0.1.5, https://cran.r-project.org/web/packages/imbalanceDatRel. Accessed 22 Dec. 2024.
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Complete documentation for imbalanceDatRel
Functions, R codes and Examples using the imbalanceDatRel R package
Some associated functions: DatRel . f_dominate . f_relocate . oversampleDatRel . 
Some associated R codes: DatRel.R . f_dominate.R . f_relocate.R . oversampleDatRel.R .  Full imbalanceDatRel package functions and examples
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