Extreme Gradient Boosting with R

Extreme Gradient Boosting is among the hottest libraries in supervised machine learning these days. It supports various objective functions, including regression, classification, and ranking. It has gained much popularity and attention recently as it was the algorithm of choice for many winning teams of a number of machine learning competitions. What makes it so popular are its speed and performance. It gives among the best performances in many machine learning applications.