Concept Drift
nounid
4784·updated May 13, 2026candidate
No definition recorded.
MWE
Classifications
Entity Type
Unknown—glossary_import_default_pending_classifier
Sensitivity
unclassified
Information Class
unclassified
Variants
- plural
- Concept Drifts
- possessive
- Concept Drift's
- pluralpossessive
- Concept Drifts'
Framework definitions
- §1
- Systems that classify or predict a concept (e.g., credit ratings or computer intrusion monitors) over time can suffer performance loss when the concept they are tracking changes. This is referred to as concept drift. This can either be a natural process that occurs without a reference to the system, or an active process, where others are reacting to the system (e.g., virus detection).
Towards a Standard for Identifying and Managing Bias in Artificial Intelligence1 senseview framework →
- §1
- Use of a system outside the planned domain of application, and a common cause of performance gaps between laboratory settings and the real world.
- §1
- an online supervised learning scenario when the relation between the input data and the target variable changes over time.
Outgoing relationships
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Incoming relationships
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