Examples for Section 02 Lesson 013 GBM (gradient boosting) of "Introduction to Data Science" John Mount and Nina Zumel http://www.win-vector.com/blog/introduction-to-data-science/ . Lecture available for free on YouTube here: https://www.youtube.com/watch?v=WZvPUGNJg18