Package: gp3ml
Type: Package
Title: Governance-First Predictive Modelling for 'Gazepoint' Research
Version: 0.1.0
Authors@R: c(
 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,
    fold-local preprocessing, governed model engines, discrimination and
    calibration metrics, bootstrap uncertainty, external-validation
    reports, model cards, and reproducibility reports. 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: jsonlite, keras3, knitr, nnet, pkgdown, ranger, rmarkdown,
        testthat (>= 3.0.0), xgboost
RoxygenNote: 8.0.0
Config/testthat/edition: 3
Config/roxygen2/version: 8.0.0
URL: https://stefanosbalaskas.github.io/gp3ml/,
        https://github.com/stefanosbalaskas/gp3ml
BugReports: https://github.com/stefanosbalaskas/gp3ml/issues
NeedsCompilation: no
Packaged: 2026-07-22 05:35:19 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: 2026-07-30 17:30:08 UTC
Built: R 4.6.0; ; 2026-07-30 20:55:26 UTC; unix
