A machine learning model to predict hotel booking cancellation based on reservation features.
Data is real hotel reservations downloaded from Kaggle.com
The notebook has extensive preprocessing steps through Scikit-learn and uses 10 fold cross validation with Grid search hyper parameters tuning on a Support Vector Machine model.
The model can score better when adequate data is provided.
Sakher alqa. - UGA.edu