app_tree.py

import joblib
import pandas as pd

model = joblib.load('model.joblib')

def main():
    st.title("Network Ads")
    with st.form("questionaire"):
        age = st.slider('Age',min_value=10,max_value=100)
        salary = st.slider('Estimated Salary',min_value=10000,max_value=100000)
        clicked = st.form_submit_button("Predict income")
        if clicked:
            result=model.predict(pd.DataFrame({"age": [age],'Estimated Salary':[salary]}))
            # Show prediction
            result ='Buy' if result[0]==1 else '<=Not Buy'
            st.success("You will" +result+"this product")
# Run main()
if __name__=="__main__":
    main()