Hemanth122002/proactive_flight_booking_prediction

✈️ Advanced Booking Recommendation System

A machine learning-powered booking recommendation system that predicts booking completion probability and provides personalized recommendations for customers.

Features

• —🎯 Booking probability prediction
• —💡 Dynamic customer recommendations
• —📊 Interactive analytics dashboard
• —🎨 Modern, responsive UI

Usage

1. 1.Enter customer details in the input form
2. 2.Click "Analyze & Get Recommendations"
3. 3.View booking probability and personalized offers
4. 4.Use recommendations to optimize customer conversion

Model

The system uses a trained classifier with preprocessor for:

• —Feature engineering and encoding
• —Probability prediction
• —Dynamic recommendation generation

Make sure to upload your classifier.joblib and preprocessor.joblib files to the models/ directory.