Series: Ensemble Methods

In this article we'll cover how gradient boosting works intuitively and mathematically, its implementation in Python, and pros and cons of its use.

AdaBoost is a very popular boosting technique. Here we'll cover the AdaBoost algorithm, its pros and cons, and implement it in Python using scikit-learn.