Rename pages/✨first.py to pages/📷 CritiSense

pages/{✨first.py → 📷 CritiSense}

@@ -3,6 +3,7 @@ from sklearn.linear_model import LogisticRegression
 import re
 import string
 import pickle
+import time
 import streamlit as st
 
 # Функция очистки текста
@@ -38,11 +39,14 @@ st.write("Make informed decisions about movies with CritiSense!")
 user_review = st.text_input("Enter your review:", "")
 user_review_clean = clean(user_review)
 user_features = vectorizer.transform([user_review_clean])
+start_ml=time.time()
 prediction = model.predict(user_features)
-
+end_ml=time.time()
 st.write("Review:", user_review)
+ml_time=end_ml-start_ml
 
 if prediction == 1:
     st.markdown("<p style='color: green;'>Sentiment: Positive</p>", unsafe_allow_html=True)
 else:
-    st.markdown("<p style='color: red;'>Sentiment: Negative</p>", unsafe_allow_html=True)
+    st.markdown("<p style='color: red;'>Sentiment: Negative</p>", unsafe_allow_html=True)
+st.markdown(f"Execution Time: {ml_time:.3f} seconds")