diff --git a/Documentation/SoftwareGuide/Examples/CMakeLists.txt b/Documentation/SoftwareGuide/Examples/CMakeLists.txt
index f9ca740a84c9518c9741372a1b332bc973066f5f..b65ac4cf58f28f14cc11386dc405a7a00f5f9a57 100644
--- a/Documentation/SoftwareGuide/Examples/CMakeLists.txt
+++ b/Documentation/SoftwareGuide/Examples/CMakeLists.txt
@@ -359,10 +359,6 @@ SET( OTB_EXAMPLES_SRCS
   ${OTB_SOURCE_DIR}/Examples/Markov/MarkovClassification3Example.cxx
   ${OTB_SOURCE_DIR}/Examples/Markov/MarkovRestorationExample.cxx
   ${OTB_SOURCE_DIR}/Examples/Markov/MarkovRegularizationExample.cxx
-  ${OTB_SOURCE_DIR}/Examples/Learning/SVMPointSetModelEstimatorExample.cxx
-  ${OTB_SOURCE_DIR}/Examples/Learning/SVMPointSetClassificationExample.cxx
-  ${OTB_SOURCE_DIR}/Examples/Learning/SVMImageModelEstimatorExample.cxx
-  ${OTB_SOURCE_DIR}/Examples/Learning/SVMImageClassificationExample.cxx
   ${OTB_SOURCE_DIR}/Examples/Learning/SVMImageEstimatorClassificationMultiExample.cxx
   ${OTB_SOURCE_DIR}/Examples/Classification/SupervisedImageClassificationExample.cxx
   ${OTB_SOURCE_DIR}/Examples/Classification/MajorityVotingFusionOfClassificationMapsExample.cxx
diff --git a/Documentation/SoftwareGuide/Latex/Classification.tex b/Documentation/SoftwareGuide/Latex/Classification.tex
index a324b86a843506b6896bff272fafbdfdf2fa8be3..fc255644fb110ecb3103750e46838a703649f86e 100644
--- a/Documentation/SoftwareGuide/Latex/Classification.tex
+++ b/Documentation/SoftwareGuide/Latex/Classification.tex
@@ -380,22 +380,8 @@ class which is most often selected by the whole set of SVM.
 \label{ssec:LearningFromImages}
 \input{TrainMachineLearningModelFromImagesExample.tex}
 
-
-%\subsection{Learning With PointSets}
-%\label{sec:LearningWithPointSets}
-%\input{SVMPointSetModelEstimatorExample}
-
-%\subsection{PointSet Classification}
-%\label{sec:PointSetClassification}
-%\input{SVMPointSetClassificationExample}
-
-%\subsection{Learning With Images}
-%\label{sec:LearningWithImages}
-%\input{SVMImageModelEstimatorExample}
-
 %\subsection{Image Classification}
 %\label{sec:ImageClassification}
-%\input{SVMImageClassificationExample}
 %\input{SVMImageEstimatorClassificationMultiExample}