diff --git a/src/interfaces/modular/Statistics.i b/src/interfaces/modular/Statistics.i
index 5c6098fbc21..7bfc011752a 100644
--- a/src/interfaces/modular/Statistics.i
+++ b/src/interfaces/modular/Statistics.i
@@ -17,6 +17,7 @@
 %rename(LinearTimeMMD) CLinearTimeMMD;
 %rename(BTestMMD) CBTestMMD;
 %rename(QuadraticTimeMMD) CQuadraticTimeMMD;
+%rename(KernelSelectionStrategy) CKernelSelectionStrategy;
 
 /* Include Class Headers to make them visible from within the target language */
 %include <shogun/statistical_testing/HypothesisTest.h>
@@ -28,3 +29,4 @@
 %include <shogun/statistical_testing/LinearTimeMMD.h>
 %include <shogun/statistical_testing/BTestMMD.h>
 %include <shogun/statistical_testing/QuadraticTimeMMD.h>
+%include <shogun/statistical_testing/KernelSelectionStrategy.h>
diff --git a/src/interfaces/modular/Statistics_includes.i b/src/interfaces/modular/Statistics_includes.i
index 04bd99ec8fe..737ff815c8e 100644
--- a/src/interfaces/modular/Statistics_includes.i
+++ b/src/interfaces/modular/Statistics_includes.i
@@ -8,5 +8,6 @@
  #include <shogun/statistical_testing/LinearTimeMMD.h>
  #include <shogun/statistical_testing/BTestMMD.h>
  #include <shogun/statistical_testing/QuadraticTimeMMD.h>
+ #include <shogun/statistical_testing/KernelSelectionStrategy.h>
 %}