PrismR: Pre-Modeling Statistical Audit Framework
Introduces a statistical validation layer between data
preprocessing and predictive modeling. Evaluates the statistical
readiness of tabular datasets through data quality assessment,
leakage detection, transformation analysis, and feature stability.
| Version: |
1.0.0 |
| Imports: |
graphics, stats, utils, e1071, ggplot2, ggrepel |
| Suggests: |
testthat (≥ 3.0.0) |
| Published: |
2026-10-28 |
| DOI: |
10.32614/CRAN.package.PrismR (may not be active yet) |
| Author: |
Arshit Choudhary [aut, cre, cph],
Vanshika Sharma [aut, ctb],
Amrit Pal [ths] |
| Maintainer: |
Arshit Choudhary <arshitchoudhary3010 at gmail.com> |
| BugReports: |
https://github.com/Arshit-dv/PrismR/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://arshit-dv.github.io/PrismR/,
https://github.com/Arshit-dv/PrismR |
| NeedsCompilation: |
no |
| CRAN checks: |
PrismR results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=PrismR
to link to this page.