Update app.py

app.py

@@ -50,7 +50,7 @@ original_feature_names = ['MONTANT', 'FREQUENCE_RECH', 'REVENUE', 'ARPU_SEGMENT'
 st.set_page_config(layout="wide")
 
 # Main page - Churn Prediction
-st.title('CUSTOMER CHURN PREDICTION APP')
+st.title('CUSTOMER CHURN PREDICTION APP (CCPA)')
 
 # Main page - Churn Prediction
 st.markdown("Churn is a one of the biggest problem in the telecom industry. Research has shown that the average monthly churn rate among the top 4 wireless carriers in the US is 1.9% - 2%")
@@ -67,7 +67,7 @@ models = {
 }
 
 # Allow the user to select a model from the sidebar
-model_name = st.sidebar.selectbox('Select Model', list(models.keys()))
+#model_name = st.sidebar.selectbox('Select Model', list(models.keys()))
 
 # Retrieve the selected model and its type from the dictionary
 model = models[model_name]['Logistic Regression']
@@ -179,7 +179,7 @@ if st.sidebar.button('Predict Churn'):
         if churn_labels[churn_index] == "Churn":
             churn_prob = churn_probability[churn_index]
             with col1:
-                st.error(f"CHURN ALERT! This customer is likely to churn with a probability of {churn_prob * 100:.2f}% 😢")
+                st.error(f"DANGER! This customer is likely to churn with a probability of {churn_prob * 100:.2f}% 😢")
                 resized_churn_image = Image.open('Churn.jpeg')
                 resized_churn_image = resized_churn_image.resize((350, 300))  # Adjust the width and height as desired
                 st.image(resized_churn_image)
@@ -203,7 +203,7 @@ if st.sidebar.button('Predict Churn'):
         else:
             churn_prob = churn_probability[churn_index]
             with col1:
-                st.success(f"This customer is not likely to churn with a probability of {churn_prob * 100:.2f}% 😀")
+                st.success(f"This customer is a loyal (not churn) with a probability of {churn_prob * 100:.2f}% 😀")
                 resized_not_churn_image = Image.open('NotChurn.png')
                 resized_not_churn_image = resized_not_churn_image.resize((350, 300))  # Adjust the width and height as desired
                 st.image(resized_not_churn_image)