Revisiting the Hotels
Previously used this dataset for a classification project with the goal of modeling the likelihood of a given reservation canceling.
New ideas include:
- Time Series Modeling: uni- and multi-variate forecasts
- Classification: classify whether a reservation will actualize ("CheckedOut"), no-show, or cancel.
- Regression: ADR; number of service requests; number of cars parking
- Reducing to features known only prior to arrival (meals, parking, etc.)