diff --git a/docs/ModelDescriptors.toml b/docs/ModelDescriptors.toml
index 8aec0b9f9..d134e5bef 100644
--- a/docs/ModelDescriptors.toml
+++ b/docs/ModelDescriptors.toml
@@ -167,7 +167,7 @@ PCA_MultivariateStats = ["dimension_reduction", ]
 PCADetector_OutlierDetectionPython = ["outlier_detection"]
 PLSRegressor_PartialLeastSquaresRegressor = ["regression"]
 PPCA_MultivariateStats = ["dimension_reduction"]
-PartitionedLS_PartLS = ["regression"]
+PartLS_PartitionedLS = ["regression"]
 PassiveAggressiveClassifier_MLJScikitLearnInterface = ["classification"]
 PassiveAggressiveRegressor_MLJScikitLearnInterface = ["regression"]
 PegasosClassifier_BetaML = ["classification"]