diff --git a/Modules/Applications/AppClassification/app/CMakeLists.txt b/Modules/Applications/AppClassification/app/CMakeLists.txt
index 9c9404e94b79763e4105eed288eb5bdf7644c113..c981d9ec5bcf06530dae674b5aefa38c109e411a 100644
--- a/Modules/Applications/AppClassification/app/CMakeLists.txt
+++ b/Modules/Applications/AppClassification/app/CMakeLists.txt
@@ -115,6 +115,11 @@ otb_create_application(
   SOURCES        otbVectorClassifier.cxx
   LINK_LIBRARIES ${${otb-module}_LIBRARIES})
 
+otb_create_application(
+  NAME           VectorRegression
+  SOURCES        otbVectorRegression.cxx
+  LINK_LIBRARIES ${${otb-module}_LIBRARIES})
+
 otb_create_application(
   NAME           SampleAugmentation
   SOURCES        otbSampleAugmentation.cxx
diff --git a/Modules/Applications/AppClassification/app/otbVectorRegression.cxx b/Modules/Applications/AppClassification/app/otbVectorRegression.cxx
new file mode 100644
index 0000000000000000000000000000000000000000..00670adfe2fe182aa47aba07c7e9a4379e0bc18b
--- /dev/null
+++ b/Modules/Applications/AppClassification/app/otbVectorRegression.cxx
@@ -0,0 +1,33 @@
+/*
+ * Copyright (C) 2005-2019 Centre National d'Etudes Spatiales (CNES)
+ *
+ * This file is part of Orfeo Toolbox
+ *
+ *     https://www.orfeo-toolbox.org/
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "otbVectorPrediction.h"
+
+namespace otb
+{
+namespace Wrapper
+{
+
+typedef VectorPrediction<true, float, float>         VectorRegression;
+
+}
+}
+
+OTB_APPLICATION_EXPORT(otb::Wrapper::VectorRegression)