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srpi  

Standardized Ranking Performance Index for Model Selection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("srpi", "0.1.0")



Attach the package and use:
library("srpi")
Maintained by
Santosha Rathod
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-04-21
Latest Update: 2026-04-21
Description:
Flexible implementation of the Standardized Ranking Performance Index (sRPI) for model selection based on multiple evaluation criteria. The package combines multiple statistical measures into a single index to provide an objective and robust ranking of models across calibration, validation, and combined scenarios. It supports evaluation of statistical, machine learning, and other predictive models using user-defined performance criteria. For more details see Aschonitis et al. (2019) <doi:10.1016/j.envsoft.2019.01.005> and Singh et al. (2023) <doi:10.1016/j.ecoinf.2022.101933>.
How to cite:
Santosha Rathod (2026). srpi: Standardized Ranking Performance Index for Model Selection. R package version 0.1.0, https://cran.r-project.org/web/packages/srpi. Accessed 24 Oct. 2026.
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Complete documentation for srpi
Functions, R codes and Examples using the srpi R package
Full srpi package functions and examples
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