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Fifty trees are wrong better than one
A single tree memorises its points and shakes with every change; fifty trees, each trained on a different resample of the same data, vote and settle down. Watch which points each tree saw, its wobbly boundary, and how averaging melts them into one calm frontier.
First understand the tree insideMore experiments: