word
Model Monitoring
MOD-ul MON-ih-ter-ing
/ˈmɒdəl ˈmɒnɪtərɪŋ/Listen
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Syllable breakdown
modelmonitoring
Dictionary meaning
The practice of continuously observing a deployed machine learning model's behaviour, performance, and predictions in production to detect degradation or anomalies
Examples
- Model monitoring alerted the team when prediction confidence scores dropped after a market shift.
- Without model monitoring, a degraded model can silently serve poor recommendations for weeks.
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