Package: srpi 0.1.0

srpi: 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) <doi:10.1016/j.envsoft.2019.01.005> and Singh et al. (2023) <doi:10.1016/j.ecoinf.2022.101933>.

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

srpi_0.1.0.tar.gz
srpi_0.1.0.zip(r-4.7-any)srpi_0.1.0.zip(r-4.6-any)srpi_0.1.0.zip(r-4.5-any)
srpi_0.1.0.tgz(r-4.6-any)srpi_0.1.0.tgz(r-4.5-any)
srpi_0.1.0.tar.gz(r-4.7-any)srpi_0.1.0.tar.gz(r-4.6-any)
srpi_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
srpi/json (API)

# Install 'srpi' in R:
install.packages('srpi', repos = c('https://santosharathod.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 252 downloads 3 exports 17 dependencies

Last updated from:12216d5211. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK147
source / vignettesOK270
linux-releaseOK142
macos-releaseOK119
macos-oldrelOK158
windows-develOK57
windows-releaseOK54
windows-oldrelOK64
wasm-releaseOK114

Exports:combine_srpiplot_srpisrpi

Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithr