Vocabulary

Understand the term. Connect the concept.

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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Robustness

Research Vocabulary · Level 2 of 5

Robustness

Maintaining acceptable behavior under specified changes or disturbances.

Robustness must name the perturbations, shifts, or failures considered.

Example

A classifier is evaluated across increasing image blur levels.

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Audio transcript

Robustness. Maintaining acceptable behavior under specified changes or disturbances. Robustness must name the perturbations, shifts, or failures considered. For example: A classifier is evaluated across increasing image blur levels.

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