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gp3ml  

Governance-First Predictive Modelling for 'Gazepoint' Research
View on CRAN: Click here


Download and install gp3ml package within the R console
Install from CRAN:
install.packages("gp3ml")

Install from Github:
library("remotes")
install_github("cran/gp3ml")

Install by package version:
library("remotes")
install_version("gp3ml", "0.3.0")



Attach the package and use:
library("gp3ml")
Maintained by
Stefanos Balaskas
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-07-30
Latest Update: 2026-07-30
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.
How to cite:
Stefanos Balaskas (2026). gp3ml: Governance-First Predictive Modelling for 'Gazepoint' Research. R package version 0.3.0, https://cran.r-project.org/web/packages/gp3ml. Accessed 10 Nov. 2026.
Previous versions and publish date:
(2026-10-22 13:50), 0.1.0 (2026-07-30 19:30), 0.3.0 (2026-08-23 12:40)
Other packages that cited gp3ml R package
View gp3ml citation profile
Other R packages that gp3ml depends, imports, suggests or enhances
Complete documentation for gp3ml
Functions, R codes and Examples using the gp3ml R package
Full gp3ml package functions and examples
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