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4 weeks ago
Describe the Tree Augmented Naïve (TAN) Bayes method.
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Analytics, Data Science, & Artificial Intelligence: Systems for Decision Support


Edition: 11th
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The TAN method is an updated version of the Naïve Bayes classifier that uses tree structure to approximate the interactions between predictor variables and the target variable. In the TAN model structure, class variable has no parent, and each and every predictor variable has the class variable as its parent along with at most one other predictor variable (i.e., attribute). Thus, an arc between two variables indicates a directional and causal relationship between them.
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