Advanced Concepts
Out-of-Distribution
Data that differs significantly from the training distribution, where models often perform poorly or unreliably.
Related Concepts
- Distribution Shift: Explore how Distribution Shift relates to Out-of-Distribution
- Robustness: Explore how Robustness relates to Out-of-Distribution
- Generalization: Explore how Generalization relates to Out-of-Distribution
Why It Matters
Understanding Out-of-Distribution is crucial for anyone working with advanced concepts. This concept helps build a foundation for more advanced topics in AI and machine learning.
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This term is part of the comprehensive AI/ML glossary. Explore related terms to deepen your understanding of this interconnected field.
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advanced-concepts distribution-shift robustness generalization