AWS Certified AI Practitioner AIF-C01Demo

Question

A company has created a neural network model to replace an existing decision tree model. The neural network model achieves higher prediction accuracy than the decision tree model. However, the neural network model’s decision-making process is less explainable than that of the decision tree model.

Which tradeoff is the company making by adopting the neural network model?

A Higher compliance for lower interpretability
B Higher performance for lower portability
C Higher performance for lower interpretability
D Higher portability for lower interpretability

Explanation

The neural network provides higher predictive performance, measured by prediction accuracy, while sacrificing interpretability because its decision process is less transparent than a decision tree’s.

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AWS Certified AI Practitioner AIF-C01Demo

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Notes

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