What are some examples of ensemble learning in Python?

What are some examples of ensemble learning in Python?

Ensemble learning combines multiple models to improve performance. Common examples include Random Forests and Gradient Boosting.

Can you explain how Random Forest works?

Sure! Random Forest builds multiple decision trees and merges them to get a more accurate and stable prediction.

What libraries can I use for ensemble learning in Python?

You can use libraries like Scikit-learn, XGBoost, and LightGBM for implementing ensemble learning techniques.

Are there any specific use cases for ensemble learning?

Yes, ensemble learning is great for tasks like classification, regression, and even in competitions like Kaggle.