Machine Learning, Gradient Boosting, Data Science, Towards Data Science, Loss Function.
freezing/boiling building. So being late is much worse than being early, because we don’t want tenants (who pay $$$ in rent) to be unhappy. We encoded this business knowledge in our model by creating a custom asymmetric Huber loss function that has a higher error when the residual is positive vs.