Concept Drift
Concept Drift is the phenomenon where the statistical properties of the target variable that a model is predicting change over time in an unforeseen way, causing the model to become inaccurate.
Frequently Asked Questions
How does concept drift differ from data drift?▼
Data drift is when the distribution of the input features shifts, but the underlying relationships stay the same. Concept drift is when the relationship between the inputs and outputs itself changes.
How do you handle concept drift in production systems?▼
By setting up continuous monitoring to detect model performance degradation, and scheduling automated retraining runs with more recent data.
Quick Facts
- CategoryModel Operations
- Key ApplicationFinancial fraud detection, demand forecasting models, and long-term MLOps model monitoring.
Coverage Trend12 Weeks
Related AI Terms
Concept Drift Media Coverage & Intelligence
No Direct Concept Drift News Today
We currently have no direct coverage articles matching "Concept Drift" in the database archive. Explore trending global AI topics below instead.
Trending AI Stories
A startup claims it broke through a bottleneck that's holding back LLMs
Miami-based AI startup Subquadratic came out of stealth mode last month with a huge claim. It announced that it had solved a mathematical bottleneck that had be
[AINews] GLM GPT? GLM-5.2 passes vibe check; Z.ai forecasts Open Fable by December
With GLM-5.2 passing everyone's vibe check, the open models story finally becomes a real frontier story.
Meta Quest Promo Codes and Coupons for June 2026
Experience cutting-edge VR and save up to 20% with coupons for the latest games, Meta Quest 3, Ray-Ban AI glasses, and more deals.
Fabrix.ai demonstrates production-grade agentic operations at Cisco Live
Artificial intelligence dominated headlines and keynotes at every event I've attended this year, including the recent Cisco Live 2026. Though the thirst for AI has been insatiable for a couple of years, customer feedback at the event showed that the era of AI curiosity has given way to AI urgency. I