Update app.py

app.py

@@ -28,7 +28,7 @@ def main():
         age = st.slider("Age", min_value=15, max_value=100)
         job = st.selectbox("Job", options = unique_job)
         marital = st.selectbox("Marital", options = unique_marital)
-        education = st.ratio("Education", options = unique_education)
+        education = st.selectbox("Education", options = unique_education)
         default = st.selectbox("Default", options = unique_default)
         balance = st.slider("Balance", min_value=-9000, max_value=200000) 
         housing = st.selectbox("Housing", options = unique_housing)
@@ -45,7 +45,7 @@ def main():
         # clicked==True only when the button is clicked
         clicked = st.form_submit_button("Predict y")
         if clicked:
-            result=model.predict(pd.DataFrame({"age": [age],
+           result=model.predict(pd.DataFrame({"age": [age],
                                                "job": [job],
                                                "marital": [marital],
                                                "education": [EDU_DICT[education]],