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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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