CounterfactualEvaluator.evaluate_baseline

CounterfactualEvaluator.evaluate_baseline(target_values)

Evaluate every node on one set of intervention values, over the full date axis.

Parameters:

target_valuesnp.ndarray

Values for the intervention target, shape (n_dates, *extra_shape). Under the default spend target this is the actual spend; under "scale" it is the mask, and ones reproduce the factual baseline.

Returns:

dict

Per response variable, an array of shape (n_samples, n_dates, *non_date_dims).