Question: What does \'model drift\' refer to?

Options:

1. The process of updating a model with new data
2. A decrease in model performance over time
3. The initial training of a model
4. The deployment of a model to production

Correct Answer: A decrease in model performance over time

Solution:

Model drift refers to the phenomenon where a model\'s performance decreases over time due to changes in the underlying data distribution.