diff --git a/Modules/Applications/AppDimensionalityReduction/app/otbVectorDimensionalityReduction.cxx b/Modules/Applications/AppDimensionalityReduction/app/otbVectorDimensionalityReduction.cxx
index 0a8f3eac0050494c99269cb8c8dca53106a50a4e..16e5dfaf17459b086ec555d419ee44908e911709 100644
--- a/Modules/Applications/AppDimensionalityReduction/app/otbVectorDimensionalityReduction.cxx
+++ b/Modules/Applications/AppDimensionalityReduction/app/otbVectorDimensionalityReduction.cxx
@@ -253,9 +253,7 @@ class VectorDimensionalityReduction : public Application
 			ListSampleType::Pointer target = m_Model->PredictBatch(listSample);
 			
 			/** Create/Update Output Shape file */
-			
-			std::cout << GetParameterStringList("featout").size() << std::endl;
-			
+						
 			ogr::DataSource::Pointer output;
 			ogr::DataSource::Pointer buffer = ogr::DataSource::New();
 			bool updateMode = false;
diff --git a/Modules/Learning/DimensionalityReductionLearning/include/otbPCAModel.txx b/Modules/Learning/DimensionalityReductionLearning/include/otbPCAModel.txx
index 364dd8def35fa51373f3b0cf30e927622044d736..c5d274b324f66b16d49239f32b5df8c4318d834d 100644
--- a/Modules/Learning/DimensionalityReductionLearning/include/otbPCAModel.txx
+++ b/Modules/Learning/DimensionalityReductionLearning/include/otbPCAModel.txx
@@ -93,9 +93,8 @@ void PCAModel<TInputValue>::Save(const std::string & filename, const std::string
 		Shark::ListSampleToSharkVector(this->GetInputListSample(), features);
 		shark::Data<shark::RealVector> inputSamples = shark::createDataFromRange( features );
 		otxt << "Reconstruction error : " << loss.eval(inputSamples,m_decoder(m_encoder(inputSamples))) << std::endl;
-		std::cout << "Reconstruction error : " << loss.eval(inputSamples,m_decoder(m_encoder(inputSamples))) << std::endl;
-		otxt.close();
-	}
+otxt.close();
+}
 }
 
 template <class TInputValue>
@@ -175,9 +174,8 @@ void PCAModel<TInputValue>
 		
 			//target.SetElement(a,p[a]);
 		}
-		//std::cout << p << std::endl;
-		targets->SetMeasurementVector(id,target);
-		++id;
+targets->SetMeasurementVector(id,target);
+++id;
 		
     }