diff --git a/reading_machine/src/Classifier.cpp b/reading_machine/src/Classifier.cpp
index 64e41937ae2943f01fdaf7a1200671dbeb360f8f..508d6041bcaae17442c0fd74f6261988b313a89c 100644
--- a/reading_machine/src/Classifier.cpp
+++ b/reading_machine/src/Classifier.cpp
@@ -88,7 +88,7 @@ void Classifier::initNeuralNetwork(const std::vector<std::string> & definition)
   else if (networkType == "Modular")
     initModular(definition, curIndex, nbOutputsPerState);
   else
-    util::myThrow(fmt::format("Unknown network type '{}', available types are 'Random, LSTM'", networkType));
+    util::myThrow(fmt::format("Unknown network type '{}', available types are 'Random, Modular'", networkType));
 
   this->nn->to(NeuralNetworkImpl::device);