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Created page with "== Introduction == A Random Forest is a machine learning algorithm that operates by constructing multiple decision trees at training time and outputting the class that is the mode of the classes (classification) or mean prediction (regression) of the individual trees. It is a type of ensemble learning method, where a group of weak models combine to form a powerful model. Image:Detail-54337.jpg|thumb|center|A visual representation of a random forest, showing multi..."