Hotel prices in Saudi Arabia play a significant role in various aspects, impacting both the tourism industry and the broader economy. It is intended for increasing economic impact, improving the tourism and hospitality industries, fostering investment and development, and competitive positioning. For this problem, we developed three regression models to solve it. Those models are: Random Forest (RF), Decision Tree (DT), and Extreme Gradient Boosting (XGBoost). Finally, we ensembled and combined all models into one by taking majority votes.
Group Work by:
- Rahaf AL-Shammari
- Shahad Alghamdi
- Fatimah Alkhatim
- Azzah Al-Ghamdi
- Razan AL-Shammari