In order to understand what XGBoost is, we must understand decision trees, random forests, and gradient boosting. A decision tree is a type of supervised learning method that’s composed of a ...

So Lynch suggested something straight from her own research playbook: decision trees and random forests. Decision trees, Lynch explained, are machine learning algorithms that create chains of ...