Data Science, Machine Learning.
Boosted Trees Classifier with 20% of our dataset and a LogLoss. It’s important to point out that the training/test splits need to be by vacancy_id, otherwise the model will be subject to overfitting. Since churned and rented are both terminal states, we do want to include a monotonically increasing