From 2e228f2d6b7d25c33a27ba8e42ef8c7f2c48b665 Mon Sep 17 00:00:00 2001 From: Patrick Bloebaum Date: Tue, 18 Jul 2023 07:14:04 -0700 Subject: [PATCH] Change default parameter in the intrinsic_causal_influence method Increased the number of baseline samples from 1000 to 2000. This should give more accurate results without impacting the runtime too much. Signed-off-by: Patrick Bloebaum --- dowhy/gcm/influence.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dowhy/gcm/influence.py b/dowhy/gcm/influence.py index e10e34ab3b..760423b96d 100644 --- a/dowhy/gcm/influence.py +++ b/dowhy/gcm/influence.py @@ -223,7 +223,7 @@ def intrinsic_causal_influence( attribution_func: Optional[Callable[[np.ndarray, np.ndarray], float]] = None, num_training_samples: int = 100000, num_samples_randomization: int = 1000, - num_samples_baseline: int = 1000, + num_samples_baseline: int = 2000, max_batch_size: int = 250, auto_assign_quality: auto.AssignmentQuality = auto.AssignmentQuality.GOOD, shapley_config: Optional[ShapleyConfig] = None,