What are Extra-Trees? Extra-Trees, short for extremely randomised trees, are an extension of Random Forests. Geurts et al. (2006) found that since the optimal cutting point used in each subsample of a Random Forest would […]

Random Forests

What are Random Forests? Random Forests are a collection of many Classification and Regression Trees (CARTs) which in turn originate from a fairly basic management tool, decision trees. Decision trees have been commonly used in […]