Update app.py

app.py

@@ -76,6 +76,7 @@ def fact_check_with_llama3(query):
 
 def map_politifact_label(label):
     label_mapping = {
+        "pants-fire": "False",
         "false": "False",
         "half-true": "Misleading",
         "mostly-true": "Misleading",
@@ -94,11 +95,11 @@ def evaluate_politifact(csv_file):
         start_time = time.time()
         facto_result, sources = fact_check_with_llama3(claim)
         time_taken = time.time() - start_time
-        accuracy = "100% Accurate" if facto_result.lower() == actual_label.lower() else "Not Accurate"
+        accuracy = "100" if facto_result.lower() == actual_label.lower() else "0"
         
         results.append([claim, facto_result, actual_label, time_taken, sources, accuracy])
     
-    results_df = pd.DataFrame(results, columns=["Claim", "Facto Verdict", "Politifact Verdict", "Time Taken (s)", "Sources", "Accuracy"])
+    results_df = pd.DataFrame(results, columns=["Claim", "Facto Verdict", "Politifact Verdict", "Time Taken (s)", "Accuracy"])
     output_csv = "fact_check_results.csv"
     results_df.to_csv(output_csv, index=False)