Self-Error Adjustment: Theory and Practice of Balancing Individual Performance and Diversity in Ensemble Learning

Rui Zou

Ensemble learning boosts performance by aggregating predictions from multiple base learners. A core challenge is balancing individual learner accuracy with diversity. Traditional m…