Parameter estimation that chooses values maximizing the probability of observed training data.
AI Glossary
Maximum Likelihood Estimation
Coverage in development
Parameter estimation that chooses values maximizing the probability of observed training data.
Definition
Plain English explanation
MLE picks parameters that make data most likely.
Related glossary terms
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Sources
- NIST AI Risk Management Framework — risk vocabulary context for AI systems
- Brel Digital company and technology profiles — applied usage evidence where tagged
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