From e458d6287136e80a6ec2cb9505837a1a2831cac4 Mon Sep 17 00:00:00 2001
From: Francisco Madaleno <45946497+fmfsa@users.noreply.github.com>
Date: Tue, 25 Nov 2025 13:32:55 +0100
Subject: [PATCH] Update documentation to use 'log-likelihood'

Signed-off-by: Francisco Madaleno <45946497+fmfsa@users.noreply.github.com>
---
 causallearn/score/LocalScoreFunction.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/causallearn/score/LocalScoreFunction.py b/causallearn/score/LocalScoreFunction.py
index b87ffe4..2f2d7a1 100644
--- a/causallearn/score/LocalScoreFunction.py
+++ b/causallearn/score/LocalScoreFunction.py
@@ -682,7 +682,7 @@ def local_score_marginal_general(
     Data: ndarray, Xi: int, PAi: List[int], parameters=None
 ) -> float:
     """
-    Calculate the local score by negative marginal likelihood
+    Calculate the local score by negative marginal log-likelihood
     based on a regression model in RKHS
 
     Parameters
@@ -784,7 +784,7 @@ def local_score_marginal_multi(
     Data: ndarray, Xi: int, PAi: List[int], parameters: Dict[str, Any]
 ) -> float:
     """
-    Calculate the local score by negative marginal likelihood
+    Calculate the local score by negative marginal log-likelihood
     based on a regression model in RKHS
     for variables with multi-variate dimensions
 
@@ -887,4 +887,4 @@ def local_score_marginal_multi(
             nargout=2,
         )
     score = nlml  # negative log-likelihood
-    return score
\ No newline at end of file
+    return score