diff --git a/training/CMakeLists.txt b/training/CMakeLists.txt
index f25b92ed52..66821390f8 100644
--- a/training/CMakeLists.txt
+++ b/training/CMakeLists.txt
@@ -169,6 +169,8 @@ set(unicharset_training_src
     fileio.cpp
     fileio.h
     icuerrorcode.h
+    lstmtester.cpp
+    lstmtester.h
     normstrngs.cpp
     normstrngs.h
     unicharset_training_utils.cpp
@@ -179,11 +181,20 @@ target_link_libraries       (unicharset_training common_training ${ICU_LIBRARIES
 project_group               (unicharset_training "Training Tools")
 
 
+########################################
+# EXECUTABLE lstmeval
+########################################
+
+add_executable              (lstmeval lstmeval.cpp)
+target_link_libraries       (lstmeval unicharset_training)
+project_group               (lstmeval "Training Tools")
+
+
 ########################################
 # EXECUTABLE lstmtraining
 ########################################
 
-add_executable              (lstmtraining lstmtraining.cpp lstmeval.cpp lstmtester.cpp lstmtester.h)
+add_executable              (lstmtraining lstmtraining.cpp)
 target_link_libraries       (lstmtraining unicharset_training)
 project_group               (lstmtraining "Training Tools")