Boosting, an Ensemble Method

In this article, we have covered the idea of Boosting in depth along with different types of Boosting algorithms, benefits and challenges of Boosting.

Table of content:

Introduction to Ensemble MethodsBoostingBoosting Algorithms
4. AdaBoost
5. Gradient Boosting
6. Extreme Gradient Boosting (XGBoost)Improvements to Basic Gradient BoostingBenefits of BoostingChallenges of BoostingConclusion

Let us get started with boosting.

Introduction to Ensemble Methods

Maybe almost all of you reading t...