Package: gp3ml
Type: Package
Title: Governance-First Predictive Modelling for 'Gazepoint' Research
Version: 0.3.0
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
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
NeedsCompilation: no
Packaged: 2026-08-09 21:06:41 UTC; Stefanos-PC
Author: Stefanos Balaskas [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-2444-9796>)
Maintainer: Stefanos Balaskas <s.balaskas@ac.upatras.gr>
Repository: CRAN
Date/Publication: 2026-08-23 10:40:34 UTC
Built: R 4.6.1; ; 2026-08-30 17:16:00 UTC; windows
