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Predict Booking Cancellations with Survival Modeling [Booking.com]
May 12, 2025•9 min•Ep. 85
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Episode description
In this episode, we explore how Booking.com tackled the challenge of predicting reservation cancellations in an ever-changing travel landscape. By shifting from a traditional classification model to a survival modeling approach, the team developed more time-sensitive and flexible predictions that better support their business needs and decision-making.
For more details, you can refer to their published tech blog, linked here for your reference: https://medium.com/airbnb-engineering/personal-data-classification-2d816d8ea516
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