diff --git a/Utils/trunk/EQM/PWR_MOX_MLP/Train_MLP.cxx b/Utils/trunk/EQM/PWR_MOX_MLP/Train_MLP.cxx
index e56077606fd2072922174b43a275b430d07e419b..e701f0dc07eeff2deaa2c7f8ff85319c4d5ebdc6 100755
--- a/Utils/trunk/EQM/PWR_MOX_MLP/Train_MLP.cxx
+++ b/Utils/trunk/EQM/PWR_MOX_MLP/Train_MLP.cxx
@@ -1,6 +1,7 @@
 //
 // This program train and test a MLP using TMVA from a training data in a form of a TTRee
 //
+//@author Root_tmva_team modified by BaL 
 #include <cstdlib>
 #include <iostream> 
 #include <map>
diff --git a/Utils/trunk/MURE2CLASS/MURE2CLASS.cxx b/Utils/trunk/MURE2CLASS/MURE2CLASS.cxx
index f3a88d4e621fd4a25c181269bea8ff6a3ef5d25f..559037d60c7f1a015ba1cf9835c796e69bd35413 100755
--- a/Utils/trunk/MURE2CLASS/MURE2CLASS.cxx
+++ b/Utils/trunk/MURE2CLASS/MURE2CLASS.cxx
@@ -1,3 +1,7 @@
+//	DESCRIPTION
+// This program convert MURE output tp EvolutionData forma
+//
+//@author BaM
 #include "BinaryFormat2.hxx"
 #include "StringLine.hxx"
 #include "ZAI.hxx"
diff --git a/Utils/trunk/XSM/MLP/BuildInput/Gene.cxx b/Utils/trunk/XSM/MLP/BuildInput/Gene.cxx
index f33d3a8858aba503160f47be743888a9f8f5e425..1bf019439efa62b5cba26bd45a44131ff5124dc3 100755
--- a/Utils/trunk/XSM/MLP/BuildInput/Gene.cxx
+++ b/Utils/trunk/XSM/MLP/BuildInput/Gene.cxx
@@ -1,5 +1,5 @@
 /**********************************************************/
-//			Make the input file for the MLPs training
+//	Make the input file for the MLPs training
 //
 //	This programs reads a set of .dat files which are the
 //	results of a depletion calculation (see manual and 
@@ -8,6 +8,8 @@
 //	TrainingInput.root . 
 //	The file TrainingInput.cxx is the list of MLP outputs 
 // (cross sections)
+//
+//@author BaM, BaL
 /**********************************************************/
 #include "Gene.hxx"
 #include <TH1F.h>
diff --git a/Utils/trunk/XSM/MLP/Train/LaunchTraining.sh b/Utils/trunk/XSM/MLP/Train/LaunchTraining.sh
index 2762e35c462695613257dee6b6e2c5f5b030f007..b41b382885247d0a88b1aafcacb7bffa2835551b 100755
--- a/Utils/trunk/XSM/MLP/Train/LaunchTraining.sh
+++ b/Utils/trunk/XSM/MLP/Train/LaunchTraining.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Script to train MLPs
+#@author BaL
+#
 
 echo "--------------------------"
 echo "--- Run Training from MLP $1 to $2 ---"
@@ -8,9 +11,7 @@ echo "--------------------------"
 #LigneDeDepart=$((0))
 #NbreSimu=$((700))
 LigneDeDepart=$1
-NbreSimu=$2
-
-LigneFinal=$(( ${LigneDeDepart} + ${NbreSimu} ))
+LigneFinal=$2
 
 echo LigneDeDepart $LigneDeDepart LigneFinal $LigneFinal exclu
 
diff --git a/Utils/trunk/XSM/MLP/Train/Train_XS.cxx b/Utils/trunk/XSM/MLP/Train/Train_XS.cxx
index fb873034ee3e40effe4e2a45dbf7229affb276e6..2d79051d7ddae5e4d84c10e21400442774d5c343 100755
--- a/Utils/trunk/XSM/MLP/Train/Train_XS.cxx
+++ b/Utils/trunk/XSM/MLP/Train/Train_XS.cxx
@@ -2,6 +2,7 @@
 // Train one MLP "INDICE" from the
 //file ../BuildInput/TrainingInput.root
 //
+//@author Root_tmva_Team modified by BaL
 /***********************************/
 
 #include <cstdlib>