% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/gp3ml-package.R
\docType{package}
\name{gp3ml-package}
\alias{gp3ml}
\alias{gp3ml-package}
\title{gp3ml: Governance-First Predictive Modelling for 'Gazepoint' Research}
\description{
\code{gp3ml} provides governance-first infrastructure for leakage-resistant
predictive modelling and validation using Gazepoint-derived research
data.
}
\details{
Core capabilities include explicit task and variable-role declarations,
feature-provenance manifests, leakage auditing, group-aware holdout
splitting and repeated resampling, fold-local preprocessing, governed
model engines, performance and calibration assessment, bootstrap metric
uncertainty, external-validation reports, model cards, and
reproducibility reports.

The package is intended only for explicitly observed, non-sensitive
outcomes and declared scientific purposes. It does not support person
identification, biometric authentication, health or protected-attribute
inference, or direct or indirect inference of emotion, stress,
personality, deception, cognition, comprehension, intent, or other
mental states.
}
\seealso{
Useful links:
\itemize{
  \item \url{https://stefanosbalaskas.github.io/gp3ml/}
  \item \url{https://github.com/stefanosbalaskas/gp3ml}
  \item Report bugs at \url{https://github.com/stefanosbalaskas/gp3ml/issues}
}

}
\author{
\strong{Maintainer}: Stefanos Balaskas \email{s.balaskas@ac.upatras.gr} (\href{https://orcid.org/0000-0003-2444-9796}{ORCID})

Authors:
\itemize{
  \item Stefanos Balaskas \email{s.balaskas@ac.upatras.gr} (\href{https://orcid.org/0000-0003-2444-9796}{ORCID})
}

}
\keyword{internal}
