Application of Machine Learning in Package Holiday Selling Price Prediction

This report looks at the statistical relationships between the price a holiday is historically sold for and the features of a holiday. From that analysis it demonstrates the application of machine learning in holiday selling price prediction and recommendation. The Author uses a Random Forest Regressor combined with Cross Validation Hyper Parameter Tuning to create a proof of concept for a Package Holiday Selling Price Recommender System.