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.
