README.md

metadata

title: Tourism Package Prediction
emoji: 🧳
colorFrom: blue
colorTo: green
sdk: streamlit
sdk_version: 1.32.0
app_file: app.py
pinned: false

Tourism Package Prediction App

This Streamlit app predicts whether a customer will take a tourism package (ProdTaken) using a trained Machine Learning model.

Model

• Model repo: VJBharathkumar/tourism-prod-prediction
• Algorithm: Random Forest (scikit-learn)
• Includes preprocessing + model as a single pipeline

Dataset

• Dataset repo: VJBharathkumar/tourism-wellness

Features

The app collects customer details such as:

• Age
• Type of Contact
• City Tier
• Duration of Pitch
• Occupation
• Gender
• Monthly Income
• Travel history and preferences

Output

• Prediction (0 = will not take package, 1 = will take package)
• Probability score