Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the gradient boosting regression technique, where the goal is to predict a single numeric value. Compared to ...

This paper presents the first systematic disambiguation result of all Chinese patent inventors in the State Intellectual Property Office of China (SIPO) patent database from 1985 to 2016. We provide a ...

Other tree ensemble regression techniques include random forest regression (and a variant called bagging regression), and gradient boosting regression. Compared to other regression techniques, ...