diff --git a/docs/source/api_reference/regression.rst b/docs/source/api_reference/regression.rst
index c3176f17..9d587e6e 100644
--- a/docs/source/api_reference/regression.rst
+++ b/docs/source/api_reference/regression.rst
@@ -206,4 +206,4 @@ Bayesian
     :template: class.rst
 
     BayesianConjugateLinearRegressor
-    BayesianMCMCLinearRegressor
+    BayesianLinearRegressor