Update app.py

app.py

@@ -15,9 +15,9 @@ loaded_model = pickle.load(open("cdc_diabetes_health_indicators.pkl", 'rb'))
 explainer = shap.Explainer(loaded_model) # PLEASE DO NOT CHANGE THIS.
 
 # Create the main function for server
-    def main_func(ID, Diabetes_binary, HighBP, HighCol, CholCheck, BMI, Smoker, Stroke, HeartDiseaseorAttack, PhysActivity, Fruits, Veggies, HvyAlcoholConsump, AnyHealthcare, NoDocbcCost, GenHlth, MentHlth, PhysHealth, DiffWalk, Sex, Age, Education, Income):
-    new_row = pd.DataFrame.from_dict({'ID':ID,'Diabetes_binary':Diabetes_binary,
-              'HighBP':HighBP,'HighCol':HighCol,'CholCheck':CholCheck,
+    def main_func(HighBP, HighChol, CholCheck, BMI, Smoker, Stroke, HeartDiseaseorAttack, PhysActivity, Fruits, Veggies, HvyAlcoholConsump, AnyHealthcare, NoDocbcCost, GenHlth, MentHlth, PhysHealth, DiffWalk, Sex, Age, Education, Income):
+    new_row = pd.DataFrame.from_dict({
+              'HighBP':HighBP,'HighChol':HighChol,'CholCheck':CholCheck,
                   'BMI':BMI, 'Smoker':Smoker,'Stroke':Stroke,'HeartDiseaseorAttack':HeartDiseaseorAttack,
                                      'PhysActivity':PhysActivity,'Fruits':Fruits,'Veggies':Veggies,'HvyAlcoholConsump':HvyAlcoholConsump, 
                                       'AnyHealthcare':AnyHealthcare, 'NoDocbcCost':NoDocbcCost, 'GenHlth':GenHlth, 'MenHlth': MenHlth, 
@@ -76,11 +76,11 @@ with gr.Blocks(title=title) as demo:
 
     submit_btn.click(
         main_func,
-        [ID, Diabetes_binary, HighBP, HighCol, CholCheck, BMI, Smoker, Stroke, HeartDiseaseorAttack, PhysActivity, Fruits, Veggies, HvyAlcoholConsump, AnyHealthcare, NoDocbcCost, GenHlth, MentHlth, PhysHealth, DiffWalk, Sex, Age, Education, Income],
+        [HighBP, HighChol, CholCheck, BMI, Smoker, Stroke, HeartDiseaseorAttack, PhysActivity, Fruits, Veggies, HvyAlcoholConsump, AnyHealthcare, NoDocbcCost, GenHlth, MentHlth, PhysHealth, DiffWalk, Sex, Age, Education, Income],
         [label,local_plot], api_name="Diabetes_Predictor"
     )
     
     gr.Markdown("### Click on any of the examples below to see how it works:")
-    gr.Examples([[24,0,4,4,5,5,4,4,5,5,1,2,3], [24,0,4,4,5,3,3,2,1,1,1,2,3]], [ID, Diabetes_binary, HighBP, HighCol, CholCheck, BMI, Smoker, Stroke, HeartDiseaseorAttack, PhysActivity, Fruits, Veggies, HvyAlcoholConsump, AnyHealthcare, NoDocbcCost, GenHlth, MentHlth, PhysHealth, DiffWalk, Sex, Age, Education, Income], [label,local_plot], main_func, cache_examples=True)
+    gr.Examples([[24,0,4,4,5,5,4,4,5,5,1,2,3], [24,0,4,4,5,3,3,2,1,1,1,2,3]], [HighBP, HighChol, CholCheck, BMI, Smoker, Stroke, HeartDiseaseorAttack, PhysActivity, Fruits, Veggies, HvyAlcoholConsump, AnyHealthcare, NoDocbcCost, GenHlth, MentHlth, PhysHealth, DiffWalk, Sex, Age, Education, Income], [label,local_plot], main_func, cache_examples=True)
 
 demo.launch()