Causal discovery evaluations should report negative control baselines, because common metrics can look good under random guessing.
Fast scalable and accurate discovery of dags using the best order score search and grow shrink trees
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Are you doing better than random guessing? A call for using negative controls when evaluating causal discovery algorithms
Causal discovery evaluations should report negative control baselines, because common metrics can look good under random guessing.