Package: gp3ml
Type: Package
Title: Governance-First Predictive Modelling for 'Gazepoint' Research
Version: 0.3.1
Authors@R: person(
    given = "Stefanos",
    family = "Balaskas",
    email = "s.balaskas@ac.upatras.gr",
    role = c("aut", "cre"),
    comment = c(ORCID = "0000-0003-2444-9796")
  )
Description: Provides governance-first infrastructure for
        leakage-resistant predictive modelling and validation using
        'Gazepoint'-derived research data. Supports explicit task and
        role declarations, feature-provenance manifests, group-aware
        holdout splitting and repeated resampling, repository-aware
        fold evaluation, explicit governed tuning, nested grouped
        resampling, fold-local preprocessing, discrimination and
        calibration metrics, target-aligned uncertainty,
        external-validation and transportability reports,
        prediction-to-decision governance, target-aware conformal
        prediction, dataset-shift auditing, locked analysis plans,
        portable model artifacts, robustness diagnostics, environment
        provenance, research-object export, model cards, and
        reproducibility evidence. Intended only for explicitly
        observed, non-sensitive outcomes and declared scientific
        purposes. Use is prohibited for person identification,
        biometric authentication, health or protected-attribute
        inference, and direct or indirect inference of emotion, stress,
        personality, deception, cognition, comprehension, intent, or
        other mental states.
License: MIT + file LICENSE
Encoding: UTF-8
Language: en-US
Depends: R (>= 4.1.0)
Suggests: bundle, callr, openssl, renv, jsonlite, keras3, knitr, nnet,
        pkgdown, ranger, rmarkdown, testthat (>= 3.0.0), xgboost
VignetteBuilder: knitr
Roxygen: list(markdown = TRUE)
RoxygenNote: 8.0.0
Config/testthat/edition: 3
Config/roxygen2/version: 8.0.0
URL: https://stefanosbalaskas.github.io/gp3ml/,
        https://CRAN.R-project.org/package=gp3ml,
        https://github.com/stefanosbalaskas/gp3ml
BugReports: https://github.com/stefanosbalaskas/gp3ml/issues
Repository: https://stefanosbalaskas.r-universe.dev
Date/Publication: 2026-09-20 00:13:37 UTC
RemoteUrl: https://github.com/stefanosbalaskas/gp3ml
RemoteRef: HEAD
RemoteSha: 83a8ba6cbc1620c3842087090128cd8971c9d08a
NeedsCompilation: no
Packaged: 2026-10-20 06:28:25 UTC; root
Author: Stefanos Balaskas [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-2444-9796>)
Maintainer: Stefanos Balaskas <s.balaskas@ac.upatras.gr>