change threshold

main.py

@@ -127,10 +127,10 @@ async def predict(request: Request, requess: Req = Depends(form_req)):
     print("Data types:", dataFrame_features[selected_columns].dtypes)
 
     prediction_proba = model.predict_proba(data)[:, 1]
-    threshold = 0.5
+    threshold = 0.05
     output = 1 if prediction_proba >= threshold else 0
     
-    output_text = "Legitimate URL" if output == 1 else "Phishing URL"
+    output_text = "Legitimate" if output == 1 else "Phishing"
 
     # Render index.html with prediction results
     json_compatible_resp_data = jsonable_encoder(Resp(url=requess.url, label=output_text))