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Ensemble Learning & its Methods in Machine Learning

Reading Time: 5 minutes What is ensemble learning ? Ensemble models in machine learning combine the decisions from multiple models to improve the overall performance. They operate on the similar idea as employed while buying headphones. The main causes of error in learning models are due to noise, bias and variance. Ensemble methods help to minimize these factors. These methods are designed to improve the stability and the accuracy Continue Reading