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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Objective Function

Functions & Programming Concepts · Level 2 of 5

Objective Function

The quantity an optimization problem seeks to minimize or maximize.

A training objective may combine prediction loss with regularization and other terms.

Example

A model minimizes prediction error plus a size penalty.

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Audio transcript

Objective Function. The quantity an optimization problem seeks to minimize or maximize. A training objective may combine prediction loss with regularization and other terms. For example: A model minimizes prediction error plus a size penalty.

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