Extremely Randomized Trees, Gradient Boosting (optional after 16:27 - Hoeffding Trees)

Additional types of ensemble methods using more randomization, gradients and also one algorithm for handling streaming data. The topic of Streaming Ensemble tree methods starts at 16.27 and is optional for Winter 2022.