The Benefits of Boosting in Logistic Regression

Logistic regression is the most popular algorithm even beating the boosting algorithms. But where it starts to break down both extra boost and logistic regression start to break down when you have large numbers of features like say thousands or even millions of features. So that's where deep learning starts to be an advantage.