Audit multiple robustness dimensions — audit_gazepoint_model_robustness • gp3ml

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.