An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurat

Ensemble machine learning combines the power of multiple machine learning approaches, working together to deliver models that are highly performant and highly a

It is common wisdom that gathering a variety of views and inputs improves the process of decision making, and, indeed, underpins a democratic society. Dubbed �

"Ensemble methods have been called the most influential development in Data Mining and Machine Learning in the past decade. They combine multiple models into on

1. Introduction to pattern classification. 1.1. Pattern classification. 1.2. Induction algorithms. 1.3. Rule induction. 1.4. Decision trees. 1.5. Bayesian metho