Neural Network Ensembles: Theory, Training, and the Importance of Explicit Diversity

Wenjing Li, Randy C. Paffenroth, David Berthiaume

Ensemble learning is a process by which multiple base learners are strategically generated and combined into one composite learner. There are two features that are essential to an…