word
Model Retraining
MOD-ul ree-TRAYN-ing
/ˈmɒdəl riːˈtreɪnɪŋ/Listen
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Syllable breakdown
modelretraining
Dictionary meaning
The process of updating a deployed machine learning model with new data, either on a scheduled basis or triggered by detected performance degradation
Examples
- Automated model retraining pipelines ensure the fraud detection system stays current with new attack patterns.
- Model retraining must be paired with validation gates to prevent a degraded model from being promoted to production.
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