diff --git a/reading_machine/src/Transition.cpp b/reading_machine/src/Transition.cpp
index 28aae30c29ac3ab7f19c034e3b29c95d3a8d7d17..2dd88ee3210b8a1e2d173bacef5326d9180af572 100644
--- a/reading_machine/src/Transition.cpp
+++ b/reading_machine/src/Transition.cpp
@@ -317,7 +317,7 @@ void Transition::initEagerRight_rel(std::string label)
     if (config.getConst(Config::EOSColName, config.getStack(0), 0) == Config::EOSSymbol1)
       return std::numeric_limits<int>::max();
 
-    int cost = getNbLinkedWith(0, config.getStackSize()-1, Config::Object::Stack, config.getWordIndex(), config);
+    int cost = getNbLinkedWith(1, config.getStackSize()-1, Config::Object::Stack, config.getWordIndex(), config);
 
     if (bufferGovIndex != std::to_string(stackIndex))
       ++cost;
@@ -347,7 +347,7 @@ void Transition::initEagerRight()
     if (config.getConst(Config::EOSColName, config.getStack(0), 0) == Config::EOSSymbol1)
       return std::numeric_limits<int>::max();
 
-    int cost = getNbLinkedWith(0, config.getStackSize()-1, Config::Object::Stack, config.getWordIndex(), config);
+    int cost = getNbLinkedWith(1, config.getStackSize()-1, Config::Object::Stack, config.getWordIndex(), config);
 
     if (bufferGovIndex != std::to_string(stackIndex))
       ++cost;
@@ -429,6 +429,7 @@ void Transition::initDeprel(std::string label)
 int Transition::getNbLinkedWith(int firstIndex, int lastIndex, Config::Object object, int withIndex, const Config & config)
 {
   auto govIndex = config.getConst(Config::headColName, withIndex, 0);
+  auto govIndexPredicted = config.getAsFeature(Config::headColName, withIndex);
 
   int nbLinkedWith = 0;
 
@@ -442,8 +443,11 @@ int Transition::getNbLinkedWith(int firstIndex, int lastIndex, Config::Object ob
       continue;
 
     auto otherGovIndex = config.getConst(Config::headColName, index, 0);
+    auto otherGovIndexPredicted = config.getAsFeature(Config::headColName, index);
 
-    if (govIndex == std::to_string(index) || otherGovIndex == std::to_string(withIndex))
+    if (govIndex == std::to_string(index) and util::isEmpty(govIndexPredicted))
+      ++nbLinkedWith;
+    if (otherGovIndex == std::to_string(withIndex) and util::isEmpty(otherGovIndexPredicted))
       ++nbLinkedWith;
   }
 
diff --git a/reading_machine/src/TransitionSet.cpp b/reading_machine/src/TransitionSet.cpp
index 66da993267f524521836eaaa42358bd1de33a486..5701c70a46a9dabc04cbe53b8058ff5676ce62f7 100644
--- a/reading_machine/src/TransitionSet.cpp
+++ b/reading_machine/src/TransitionSet.cpp
@@ -102,25 +102,6 @@ Transition * TransitionSet::getBestAppliableTransition(const Config & c)
     }
   }
 
-  if (!result)
-  {
-    for (unsigned int i = 0; i < transitions.size(); i++)
-    {
-      fmt::print(stderr, "{}\n", transitions[i].getName());
-      if (!transitions[i].appliable(c))
-      {
-        fmt::print(stderr, "not appliable\n");
-        continue;
-      }
-
-      fmt::print(stderr, "appliable\n");
-
-      int cost = transitions[i].getCost(c);
-
-      fmt::print(stderr, "cost {}\n", cost);
-    }
-  }
-
   return result;
 }