Feature extraction
Location, listing attributes, comparable listings, historical bookings, seasonality, day of week.
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Feature extraction
Location, listing attributes, comparable listings, historical bookings, seasonality, day of week.
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Demand model
Predicts booking probability per night at various price points. Gradient boosted trees + neural nets ensemble.