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Audit whether candidate predictors can be constructed without an outcome column

Source: R/077-negative-controls-leakage-0-9.R
outcome_blind_feature_audit.Rd

Audit whether candidate predictors can be constructed without an outcome column

Usage

outcome_blind_feature_audit(data, outcome, feature_fun)

Arguments

data

Data frame.

outcome

Outcome column name.

feature_fun

Function receiving outcome-hidden data and returning features.

Value

A named list with components "status", "outcome", "feature_result", "error", "warnings", "input_columns", "interpretation", containing whether candidate predictors can be constructed without an outcome column and associated metadata or diagnostics.