AWS Certified AI Practitioner AIF-C01 — Topic 1 Question 395

Question

A company has developed a neural network model to replace an existing decision tree model. The neural network model has a higher prediction accuracy compared to the decision tree model. However, the neural network model’s decision process is not as explainable as the decision tree model’s decision process. Which tradeoff is the company making by adopting the neural network model?

Accepted Answer

Correct answer: C. The correct answer is C. Option C: Higher performance for lower interpretability.

AWS Certified AI Practitioner AIF-C01 — Question 395