audit_gazepoint_model_robustness: Audit multiple robustness dimensions
In gp3ml: Governance-First Predictive Modelling for 'Gazepoint' Research

View source: R/robustness-stability.R

audit_gazepoint_model_robustness

R Documentation

Audit multiple robustness dimensions

Description

Audit multiple robustness dimensions

Usage

audit_gazepoint_model_robustness(
  seed_stability = NULL,
  feature_stability = NULL,
  threshold_stability = NULL,
  missingness_stability = NULL,
  relative_sd_review = 0.05,
  relative_sd_fail = 0.15
)

Arguments

`seed_stability`	Optional seed-stability object.
`feature_stability`	Optional feature-stability object.
`threshold_stability`	Optional threshold-stability object.
`missingness_stability`	Optional missingness-stability object.
`relative_sd_review`	Relative SD threshold for review.
`relative_sd_fail`	Relative SD threshold for fail.

Value

A gp3ml_model_robustness_audit.

gp3ml documentation built on Aug. 23, 2026, 5:11 p.m.

gp3ml index

Package overview README.md API Stability and Public Object Contracts Contaminated feature manifests and leakage cases Cross-Package Interoperability Contracts Dataset Shift and Robustness Auditing Experimentally assigned condition discrimination Explicitly observed behavioural endpoint External validation and transportability reporting Frozen Analysis-Plan Governance Governance Evidence and Standards Crosswalks Governed Decision Thresholds and Abstention Integrated Synthetic Gazepoint Research Workflow Nested grouped resampling Optional Engines and Cross-Platform Portability Participant generalization Portable Models and Research Artifacts Predefined recording-quality review status Reproducibility Hardening Simultaneous participant and stimulus generalization Stimulus generalization Target-Aware Conformal Prediction

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