Exploring the Future of Artificial Intelligence: Trends and Predictions l WFH UNIVERSITY
Use inherently interpretable models: Consider using models that are inherently interpretable, such as decision trees, rule-based systems, or linear models, especially when interpretability is a critical requirement. These models have a straightforward representation that allows for easy understanding and explanation of their decisions. However, they may have limitations in capturing complex patterns compared to more sophisticated models.
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