Standardized Ranking Performance Index for Model Selection

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) and Singh et al. (2023) .


Reference manual

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install.packages("srpi")

0.1.0 by Santosha Rathod, 6 months ago


Browse source code at https://github.com/cran/srpi


Authors: RN Singh [aut] , Sonam [aut] , Sudhir Kumar Mishra [aut] , Gaurav Chaturvedi [aut] , Anil Kumar [aut] , Santosha Rathod [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports ggplot2


See at CRAN