diff --git a/docs/api/Boundary-based/weights_boundary.md b/docs/api/Boundary-based/weights_boundary.md
index 52ebcf9..76895ed 100644
--- a/docs/api/Boundary-based/weights_boundary.md
+++ b/docs/api/Boundary-based/weights_boundary.md
@@ -22,4 +22,4 @@ obtains acceptable results on our mislabeled point detection benchmark.
 
 - [**Using Boundary-based Influence**](https://colab.research.google.com/drive/1785eHgT91FfqG1f25s7ovqd6JhP5uklh?usp=sharing) <sub> [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1785eHgT91FfqG1f25s7ovqd6JhP5uklh?usp=sharing) </sub>
 
-{{deel.influenciae.boundary_based.sample_boundary.SampleBoundaryCalculator}}
+{{deel.influenciae.boundary_based.weights_boundary.WeightsBoundaryCalculator}}