app.py

import streamlit as st
import pandas as pd
import joblib

st.title("Wellness Tourism Package Predictor")

model = joblib.load("model.joblib")

age = st.number_input("Age", 18, 100)
income = st.number_input("Monthly Income", 0)
trips = st.number_input("Number of Trips", 0)

if st.button("Predict"):
    df = pd.DataFrame([{
        "Age": age,
        "MonthlyIncome": income,
        "NumberOfTrips": trips
    }])
    prob = model.predict_proba(df)[0][1]
    st.success(f"Purchase Probability: {prob:.2f}")