Advanced Ensemble Learning Techniques: Leveraging Model Stacking and Blending for Superior Predictions
In machine learning, achieving high accuracy and superior predictions often requires more than a single model. Ensemble learning, a technique that combines multiple models to improve performance, has become a cornerstone of modern data science. Stacking and blending stand out as advanced strategies for achieving state-of-the-art results among the various ensemble methods. These methods allow…