TAN Classifiers Based on Decomposable Distributions.
In this paper we present several Bayesian algorithms for learning Tree Augmented Naive Bayes (TAN) models. We extend the results in Meila & Jaakkola (2000a) to TANs by proving that accepting a prior decomposable distribution over TAN's, we can compute the exact Bayesian model averaging over...
| Veröffentlicht in: | Machine learning. 59, 3 (2005). |
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| Format: | Artikel |
| Sprache: | English |
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