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Ensemble learning

Statistics and machine learning technique

Ensemble learning

Common card · No. 250462

In statistics and machine learning, ensemble methods use multiple learning algorithms to obtain better predictive performance than could be obtained from any of the constituent learning algorithms alone. Unlike a statistical ensemble in statistical mechanics, which is usually infinite, a machine learning ensemble consists of only a concrete finite set of alternative models, but typically allows for much more flexible structure to exist among those alternatives.

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Ensemble learning – Common Wikipedia card | Wikiverse TCG