diff --git a/eval2.py b/eval2.py
index 0a235aa..22ee566 100644
--- a/eval2.py
+++ b/eval2.py
@@ -3,6 +3,9 @@ import jsgf
 import pandas as pd
 import numpy as np
 import os
+from NaturalLanguageUnderstanding import NLU
+
+nlu = NLU()
 
 gramar = jsgf.parse_grammar_file('book.jsgf')
 print(gramar)
@@ -14,19 +17,18 @@ for f in os.listdir('data'):
     dialog = pd.read_csv(f'data/{f}', sep='\t')
     dialog = dialog.loc[dialog['Interlocutor'] == 'user']
 
-    # print(dialog)
-
     for index, row in dialog.iterrows():
         rows += 1
         match = gramar.find_matching_rules(row['Text'])
         if match:
-            matches += 1
-            print(match)
             acts = row['Acts'].split('&')
-            print(acts)
-        else:
-            # print("not match")
-            pass
+            for act in acts:
 
-print(rows)
-print(matches)
+                frame = nlu.parse_user_input(row['Text'])
+                frame_act_name = frame.getActType().name.lower()
+                if frame_act_name in act.strip():
+                    matches += 1
+
+
+print("Rows processed: " + str(rows))
+print("Accuracy: " + str(matches/rows*100))