Update app.py

app.py

@@ -16,28 +16,28 @@ def main():
     st.title("Stroke Prediction")
     
     with st.form("questionaire"):
-        Gender = st.selectbox("Gender", options=unique_gender)
-        Age = st.slider("Age", min_value=10, max_value=100)
-        Hypertension = st.selectbox("Hypertension", options=unique_hypertension)
-        Heart_Disease = st.selectbox("Heart_Disease", options=unique_heart_disease)
-        Work_type = st.selectbox("Work_type", options=unique_work_type)
-        Residence = st.selectbox("Residence", options=unique_residence_type)
-        Glucose_Level = st.number_input("Glucose_Level")
-        BMI = st.number_input("BMI")
-        Smoking = st.selectbox("Smoking", options=unique_smoking_status)
+        gender = st.selectbox("Gender", options=unique_gender)
+        age = st.slider("Age", min_value=10, max_value=100)
+        hypertension = st.selectbox("Hypertension", options=unique_hypertension)
+        heart_disease = st.selectbox("Heart_Disease", options=unique_heart_disease)
+        work_type = st.selectbox("Work_type", options=unique_work_type)
+        residence = st.selectbox("Residence", options=unique_residence_type)
+        glucose_level = st.number_input("Glucose_Level")
+        bmi = st.number_input("BMI")
+        smoking = st.selectbox("Smoking", options=unique_smoking_status)
 
         # clicked==True only when the button is clicked
         clicked = st.form_submit_button("Predict Stroke")
         if clicked:
-            result=model.predict(pd.DataFrame({"Gender": [Gender],
-                                               "Age": [Age],
-                                               "Hypertension": [Hypertension],
-                                               "Heart_Disease": [Heart_Disease],
-                                               "Work_type": [Work_type],
-                                               "Residence": [Residence],
-                                               "Avg_Glucose_Level": [Glucose_Level],
-                                               "BMI": [BMI],
-                                               "Smoking": [Smoking]}))
+            result=model.predict(pd.DataFrame({"Gender": [gender],
+                                               "Age": [age],
+                                               "Hypertension": [hypertension],
+                                               "Heart_Disease": [heart_disease],
+                                               "Work_type": [work_type],
+                                               "Residence": [residence],
+                                               "Avg_Glucose_Level": [glucose_level],
+                                               "BMI": [bmi],
+                                               "Smoking": [smoking]}))
             # Show prediction
             result = 'Yes' if result[0] == 1 else 'No'
             st.success("Your predicted Stroke is "+result)