The random forest algorithm for statistical learning
Published in The Stata Journal Promoting communications on statistics and Stata • Mar 1, 2020
NobleIDNI1P49W84R63S82
Authors:,
Matthias Schonlau
Rosie Yuyan Zou
Abstract
Random forests (Breiman, 2001, Machine Learning 45: 5–32) is a statistical- or machine-learning algorithm for prediction. In this article, we introduce a corresponding new command, rforest. We overview the random forest algorithm and illustrate its use with two examples: The first example is a class...
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