Booking Cancellations

First place at DataQuest. We trained a hotel-booking cancellation model, ranked feature importance, and turned the drivers into business recommendations instead of stopping at a leaderboard score.

Contributions

• Preprocessed booking data and compared models (including logistic regression and trees).
• Used feature importance to write concrete recommendations for cutting cancel rates.

Outcomes

• First place at DataQuest.