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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Out-of-Distribution

Research Vocabulary · Level 2 of 5

Out-of-Distribution

Outside the data distribution or conditions assumed by training or evaluation.

The boundary is context-dependent rather than a universal label.

Example

A model trained on daytime photos receives infrared night images.

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Audio transcript

Out-of-Distribution. Outside the data distribution or conditions assumed by training or evaluation. The boundary is context-dependent rather than a universal label. For example: A model trained on daytime photos receives infrared night images.

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Dataset Shift

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