diff --git a/Modules/Applications/AppClassification/app/otbTrainRegression.cxx b/Modules/Applications/AppClassification/app/otbTrainRegression.cxx
index 82e865194dd0418e98d04c17550df9919f19ff76..a7852ef0e2faa49f1783383c98f70fa73f57fa98 100644
--- a/Modules/Applications/AppClassification/app/otbTrainRegression.cxx
+++ b/Modules/Applications/AppClassification/app/otbTrainRegression.cxx
@@ -169,7 +169,7 @@ void DoInit()
   SetDocExampleParameterValue("io.il", "training_dataset.tif");
   SetDocExampleParameterValue("io.out", "regression_model.txt");
   SetDocExampleParameterValue("io.imstat", "training_statistics.xml");
-  SetDocExampleParameterValue("classifier", "svm");
+  SetDocExampleParameterValue("classifier", "libsvm");
 }
 
 void DoUpdateParameters()