A Complete Guide To Boosting Ensembles

Boosting is one of the ensembling technique which becoming more and more popular day by day. No doubt boosting works phenomenal but people often assume it as a black box model and therefore this blog will give a tour to boosting ensembles covering its introduction, mathematics behind it, classification, its implementation and how to interpret its result.

But before understanding boosting ensembles its better to understand what ensembles are, why they prefer over simple machine learning algorithms etc. Let's start with understanding the power of ensembles and then we move to boosting.


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