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:
srpi_0.1.0.tar.gz
srpi_0.1.0.zip(r-4.7)srpi_0.1.0.zip(r-4.6)srpi_0.1.0.zip(r-4.5)
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')) |
- cal_example - Example calibration dataset
- val_example - Example validation dataset
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:12216d5211. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 148 | ||
| source / vignettes | OK | 163 | ||
| linux-release-x86_64 | OK | 96 | ||
| macos-release-arm64 | OK | 168 | ||
| macos-oldrel-arm64 | OK | 161 | ||
| windows-devel | OK | 60 | ||
| windows-release | OK | 64 | ||
| windows-oldrel | OK | 58 | ||
| wasm-release | OK | 91 |
Exports:combine_srpiplot_srpisrpi
Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Example calibration dataset | cal_example |
| Combine sRPI | combine_srpi |
| Plot sRPI | plot_srpi |
| Standardized Ranking Performance Index (sRPI) | srpi |
| Example validation dataset | val_example |
