Random forests

Random forests

Random forests are a learning method which consists of numerous decision trees and can be used with classification and regression analyses. An extension to the standard decision tree, a random forest can create numerous decision trees for a classification model and output the mode, or for regression the mean prediction of each decision tree would be used.