Package: PrismR 1.0.0
Arshit Choudhary
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.
Authors:
PrismR_1.0.0.tar.gz
PrismR_1.0.0.zip(r-4.7-any)PrismR_1.0.0.zip(r-4.6-any)
PrismR_1.0.0.tar.gz(r-4.7-any)PrismR_1.0.0.tar.gz(r-4.6-any)
PrismR_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
PrismR/json (API)
| # Install 'PrismR' in R: |
| install.packages('PrismR', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/arshit-dv/prismr/issues
Pkgdown/docs site:https://arshit-dv.github.io
Last updated from:d7c204e942. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 109 | ||
| source / vignettes | OK | 227 | ||
| linux-release | OK | 108 | ||
| windows-devel | OK | 71 | ||
| windows-release | OK | 84 | ||
| wasm-release | OK | 100 |
Exports:detect_leakagefeature_stabilityprismquality_scorerecommend_transform
Dependencies:classclicpp11e1071farverggplot2ggrepelgluegtableisobandlabelinglifecycleproxyR6RColorBrewerRcpprlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Detect Potential Data Leakage | detect_leakage |
| Feature Stability and Distribution Drift Assessment | feature_stability |
| Plot a Prism Report | plot.PrismReport |
| Print a PrismReport | print.PrismReport |
| Perform Complete Prism Statistical Validation | prism |
| Data Quality Assessment | quality_score |
| Recommend Feature Transformations | recommend_transform |
| Summarize a PrismReport | summary.PrismReport |