Managing Diversity in Regression Ensembles

Mathematics

• Ensemble 100%
• Error function 97%
• Regression 77%
• Ensemble Learning 60%
• Estimator 40%
• Trade-offs 34%
• Penalty 31%
• RBF Network 30%
• Heuristics 29%
• Mixture of Experts 27%
• Bagging 26%
• Output 25%
• Boosting 22%
• Empirical Study 19%
• Regression Estimator 18%
• Machine Learning 18%
• Term 18%
• Quadratic Function 17%
• Mean Squared Error 16%
• Gaussian Process 16%
• Linear regression 16%
• Basis Functions 16%
• Learning 15%
• Upper bound 10%
• Relationships 10%
• Framework 9%
• Coefficient 8%
• Class 4%

Engineering & Materials Science

• Learning systems 34%
• Radial basis function networks 20%
• Linear regression 16%
• Labels 14%
• Machine learning 12%