CY0-001: CompTIA SecAI+

Question

While selecting an ML-based threat-classification model, a cybersecurity administrator confirms that the label distribution is highly imbalanced. Which of the following processing techniques should the engineer use to balance the model?

Explanation

Data augmentation increases the number and diversity of training examples, particularly for underrepresented classes, which helps address an imbalanced label distribution.

CY0-001: CompTIA SecAI+

AstroTutor

Notes

Readiness

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