A Survey of Random Forest Pruning Techniques

Random Forest is an ensemble machine learning method developed by Leo Breiman in 2001.Since then, it has been considered the state-of-the-art solution in machine learning applications.Compared to the other ensemble methods, random forests exhibit superior predictive performance.However, empirical and statistical studies prove that the random forest algorithm generates unnecessarily large number of…