A Gentle Guide to Ensemble Learning (Bagging, Boosting, Stacking)

Machine learning has evolved tremendously over the past few decades, and one of the most powerful concepts that has emerged is ensemble learning. If you’ve ever wondered how Netflix recommends movies with such accuracy or how fraud detection systems catch suspicious transactions so effectively, chances are ensemble methods are working behind the scenes. Think of … Read more