Update app.py

app.py

@@ -14,7 +14,7 @@ explainer = shap.Explainer(loaded_model) # PLEASE DO NOT CHANGE THIS.
 
 # Create the main function for server
 def main_func(age, education_num, sex, capital_gain, capital_loss, hours_per_week, salary_class):
-    sex = 0 if sex == "Male" else 1
+    sex = 1 if sex == "Female" else 0
     new_row = pd.DataFrame.from_dict({'age':age,
               'education-num':education_num,'sex':sex,'capital-gain':capital_gain,
               'capital-loss':capital_loss, 'hours-per-week':hours_per_week,'salary-class':salary_class}, 
@@ -61,7 +61,7 @@ with gr.Blocks(title=title) as demo:
     submit_btn = gr.Button("Analyze")
 
     with gr.Column(visible=True) as output_col:
-        label = gr.Label(label="Predicted Probabilities")
+        label = gr.Label(label="Predicted Income")
         local_plot = gr.Plot(label="Top SHAP Features")
 
     submit_btn.click(