A data scientist has developed three new models for a machine learning problem, replacing a single model solution. All models have similar prediction latency. However, a machine learning engineer suggests the new solution will be less time efficient during inference. Under what condition is the engineer's observation correct? Choose the best answer.

Real Exam

When the new solution's models are larger in size than the original model

15.4%

When the new solution requires each model to make a prediction for every record

61.5%

When the new solution's models have higher average latency than the original

11.5%

When the new solution uses conditional logic to select a model for each prediction

7.7%

When the new solution uses fewer feature variables than the original model

3.8%

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