Vocabulary

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A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

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Ensemble

Machine Learning · Level 2 of 5

Ensemble

A predictor that combines outputs from multiple models.

Combining diverse errors can improve performance, but is not guaranteed to.

Example

Several classifiers vote on a final label.

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Audio transcript

Ensemble. A predictor that combines outputs from multiple models. Combining diverse errors can improve performance, but is not guaranteed to. For example: Several classifiers vote on a final label.

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