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In general, index terms aren’t independent
Dependencies can be complex
van Rijsbergen (1979) proposed model of simple tree dependencies
Exactly Friedman and Goldszmidt’s Tree Augmented Naive Bayes (AAAI 13, 1996)
Each term dependent on one other
In 1970s, estimation problems held back success of this model
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