Because of their complexity, it is more difficult to understand the inner structure of model ensembles (how they do what they do) than individual models.

Question

Quizplus · Accepted Answer

Model ensembles combine predictions from multiple models to improve accuracy, but this aggregation makes it harder to interpret the individual contributions and decision-making processes of the component models, thus increasing complexity in understanding the ensemble's inner workings.

Because of Their Complexity, It Is More Difficult to Understand