Problem
This is a regression problem.
On the basis of historical data, models (of varying degrees of complexity) should be developed to predict Average Daily Rate.
The best models should be explained using XAI tools at the instance level and at the data set level.
Data
The data can be downloaded from the Kaggle competition website.
https://www.kaggle.com/jessemostipak/hotel-booking-demand
Example solution
For classification, but still useful https://juliasilge.com/blog/hotels-recipes/
Problem
This is a regression problem.
On the basis of historical data, models (of varying degrees of complexity) should be developed to predict Average Daily Rate.
The best models should be explained using XAI tools at the instance level and at the data set level.
Data
The data can be downloaded from the Kaggle competition website.
https://www.kaggle.com/jessemostipak/hotel-booking-demand
Example solution
For classification, but still useful https://juliasilge.com/blog/hotels-recipes/