AdaBoost, Gradient Boosting, XG Boost:: Similarities & Differences

Here are some similarities and differences between Gradient Boosting, XGBoost, and AdaBoost:

Similarities:

1. All three algorithms are ensemble methods that use decision trees (or other weak learners) as base models to make predictions.
2. All three algorithms involve building a sequence of models, where…