audit_gazepoint_dataset_shift: Audit predictor distribution shift
In gp3ml: Governance-First Predictive Modelling for 'Gazepoint' Research

View source: R/dataset-shift.R

audit_gazepoint_dataset_shift

R Documentation

Audit predictor distribution shift

Description

Audit predictor distribution shift

Usage

audit_gazepoint_dataset_shift(
  development,
  external,
  predictors = intersect(names(development), names(external)),
  thresholds = list(smd_review = 0.2, smd_fail = 0.5, outside_review = 0.05, outside_fail
    = 0.2, tv_review = 0.2, tv_fail = 0.4)
)

Arguments

`development`	Development/training data.
`external`	Independent or later data to compare.
`predictors`	Predictors to audit. Defaults to common columns.
`thresholds`	Named threshold list.

Value

A gp3ml_dataset_shift_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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