CompTIA
CY0-001 · Question #82
CY0-001 Question #82: Real Exam Question with Answer & Explanation
The correct answer is C. Decision trees. Decision trees provide clear and interpretable decision paths, making them highly explainable compared to complex models like neural networks or GANs. This makes them the best choice for classifying log entries when explainability is a priority.
Question
A cybersecurity analyst wants to choose a machine learning (ML) model to classify log entries while providing the best explainability. Which of the following models should the analyst use?
Options
- ALarge language model (LLM)
- BNeural networks
- CDecision trees
- DGenerative adversarial network (GAN)
Explanation
Decision trees provide clear and interpretable decision paths, making them highly explainable compared to complex models like neural networks or GANs. This makes them the best choice for classifying log entries when explainability is a priority.
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