concept drift
nounEtymology
Concept refers to the hidden relationship between the inputs and outputs of the model.
Definitions
The tendency of a statistical model to become less and less accurate over time in…
The tendency of a statistical model to become less and less accurate over time in real-world conditions.
- Regarding collection usage, frecency metrics are employed, combining frequency and recency, to effectively capture concept drift and temporal trends.
- Concept drift is an important issue to be considered in data stream mining. In a real environment, the data distribution is constantly changing, and the model needs to be continuously updated to adapt to the new environment.
The neighborhood
Vish — recursive loop
No curated loop yet for concept drift. Loops are being traced one word at a time while the ingestion pipeline matures.
sense glosses and etymology drawn from English Wiktionary · source · CC-BY-SA