2020 Mar 6 Text version of BBC one minute world news video

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Diving Deeper into AdaBoost

As a machine learning engineer, AdaBoost is one hell of an algorithm to have in your arsenal. It is based on boosting ensemble technique and is widely used in the machine learning world. Before we dive deep into this article, you should have a basic idea about the Decision Tree and Random Forest algorithm.

Let’s get started

Comparison with Random Forest

Let’s Dive into the algorithm

Amount of Say of Stump
Image Credit: Statquest channel on youtube
Updated Sample Wt. for correctly classified examples

How Adaboost make predictions?

Hope you got a basic understanding of AdaBoost.

Till Then Happy Learning!!

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