Which of the following describes concept drift?
Which of the following describes concept drift?
Concept drift refers to a change in the relationship between input variables and target variables over time. This change can cause the model's predictions to become less accurate as the original relationship the model learned is no longer valid. It is not merely a shift in the distribution of input or target variables but specifically in how they relate to each other.
C. Concept drift is when there is a change in the relationship between input variables and target variables. Concept drift refers to the situation when the statistical properties of the target variable, which the model is trying to predict, change over time in unforeseen ways. This causes the model to become less accurate as time passes.
agree with BokNinja - C should be correct
Concept drift is a change in the underlying relation between the data and the label. Doc: https://docs.deepchecks.com/stable/general/guides/drift_guide.html#concept-drift
Answer is C
concept drift or drift is an evolution of data that invalidates the data model
C is correct
Answer is C
Answer is C. Concept drift is a change in the relationship between the input data and the model target.
C is correct