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Bayesian Networks
A statistical model that represents a set of variables and their conditional dependencies, often used in decision-making processes.
Implications
Graphical models that represent the probabilistic relationships among a set of variables, used for decision-making and predicting outcomes in complex systems.
Example
Example: A healthcare provider uses Bayesian networks to model the relationships between symptoms and diseases, improving diagnostic accuracy.
Related Terms
Compared to neural networks, which are often used for more complex, non-linear problems, Bayesian networks are interpretable and focused on probabilistic relationships.
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