diff --git a/Modules/Learning/SVMLearning/CMakeLists.txt b/Modules/Learning/SVMLearning/CMakeLists.txt
deleted file mode 100644
index d840d129bd83175f3883d6d558209c6ff8ae5e33..0000000000000000000000000000000000000000
--- a/Modules/Learning/SVMLearning/CMakeLists.txt
+++ /dev/null
@@ -1,24 +0,0 @@
-#
-# Copyright (C) 2005-2017 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.
-#
-
-project(OTBSVMLearning)
-
-set(OTBSVMLearning_LIBRARIES OTBSVMLearning)
-otb_module_impl()
diff --git a/Modules/Learning/SVMLearning/otb-module.cmake b/Modules/Learning/SVMLearning/otb-module.cmake
deleted file mode 100644
index 84eefe1b8ca2f15a1af44b705517259374dd7c1b..0000000000000000000000000000000000000000
--- a/Modules/Learning/SVMLearning/otb-module.cmake
+++ /dev/null
@@ -1,43 +0,0 @@
-#
-# Copyright (C) 2005-2017 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.
-#
-
-set(DOCUMENTATION "Deprecated classes for SVM learning. See module 'Supervised' for a replacement")
-
-otb_module(OTBSVMLearning
-  DEPENDS
-    OTBVectorDataBase
-    OTBITK
-    OTBImageBase
-    OTBLibSVM
-    OTBLabelMap
-    OTBStreaming
-    OTBCommon
-
-  TEST_DEPENDS
-    OTBStatistics
-    OTBImageIO
-    OTBMoments
-    OTBVectorDataIO
-    OTBIOXML
-    OTBTestKernel
-
-  DESCRIPTION
-    "${DOCUMENTATION}"
-)