Ensemble Learning

What is Ensemble Learning?

Ensemble learning combines the predictions of multiple models (weak learners) to create a single strong learner with better performance and stability.

Where did the term "Ensemble Learning" come from?

The 'Wisdom of Crowds' applied to AI.

How is "Ensemble Learning" used today?

Dominates Kaggle competitions (e.g., XGBoost).

Related Terms

• Machine Learning
• Random Forest