Improving some wording

app.py

@@ -63,21 +63,20 @@ with demo:
     gr.Markdown("## Step 2: Fill in some information.")
     gr.Markdown(
         """
-        Select any information that corresponds to the profile you want to evaluate. Three
-        dissociated parties are represented :
-        - the user, which provides some personal information in order to evaluate its credit card 
-        eligibility 
-        - the user's bank, which provides any of the user's banking information relevant to the 
-        decision
-        - a third party, which represents any other party (here, the user's employer) that could 
-        provide any information relevant to the decision
+        Select the information that corresponds to the profile you want to evaluate. Three sources 
+        of information are represented in this model:
+        - a user's personal information in order to evaluate his/her credit card eligibility;
+        - the user’s bank account history, which provides any type of information on the user's 
+        banking information relevant to the decision (here, we consider duration of account);
+        - and third party information, which represents any other information (here, employment 
+        history) that could provide additional insight relevant to the decision.
         """
     )
 
     with gr.Row():
         with gr.Column():
             gr.Markdown("### User")
-            bool_inputs = gr.CheckboxGroup(["Car", "Property", "Work phone", "Phone", "Email"], label="What do you own ?")
+            bool_inputs = gr.CheckboxGroup(["Car", "Property", "Work phone", "Phone", "Email"], label="Which of the following do you actively hold or own?")
             num_children = gr.Slider(**CHILDREN_MIN_MAX, step=1, label="Number of children", info="How many children do you have ?")
             household_size = gr.Slider(**FAMILY_MIN_MAX, step=1, label="Household size", info="How many members does your household have? ?")
             total_income = gr.Slider(**INCOME_MIN_MAX, label="Income", info="What's you total yearly income (in euros) ?")

backend.py

@@ -422,4 +422,4 @@ def decrypt_output(client_id):
     output = numpy.argmax(output_proba, axis=1).squeeze()
     
     # A "0" output means approving the credit card has low risk, while "1" is high risk
-    return "Credit card has been approved ✅" if output == 0 else "Credit card has been rejected ❌"
+    return "Credit card is likely to be approved ✅" if output == 0 else "Credit card is likely to be denied ❌"