Hello, welcome to my blog. In my previous post I introduced
the concept of ensemble classifiers. I also talked about their operation and
two popular ensemble methods – Boosting & Random Forests.
In this post I want to demonstrate how to implement the two
ensemble methods mentioned above using the GraphLab library in Python. I will
use the same dataset – LendingClub dataset so we can compare the performance of
the single tree model to the ensemble model.