Package: TrustworthyMLR
Type: Package
Title: Stability and Robustness Evaluation for Machine Learning Models
Version: 0.1.0
Authors@R: person("Ali", "Hamza", role = c("aut", "cre"),
    email = "ahamza.msse25mcs@student.nust.edu.pk")
Description: Provides tools for evaluating the trustworthiness of machine
    learning models in production and research settings. Computes a
    Stability Index that quantifies the consistency of model predictions
    across multiple runs or resamples, and a Robustness Score that measures
    model resilience under small input perturbations. Designed for data
    scientists, ML engineers, and researchers who need to monitor and ensure
    model reliability, reproducibility, and deployment readiness.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.3
Imports: stats
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
Config/testthat/edition: 3
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2026-02-18 07:30:22 UTC; Ali Hamza
Author: Ali Hamza [aut, cre]
Maintainer: Ali Hamza <ahamza.msse25mcs@student.nust.edu.pk>
Repository: CRAN
Date/Publication: 2026-02-20 10:40:36 UTC
Built: R 4.6.0; ; 2026-04-25 22:56:13 UTC; unix
